Category: Story Time

  • Why Design?

    One of the most challenging questions I am asked as a designer is why I chose the study path I chose. I am often asked Isn’t that just the same as being an art major? or Why not choose something more useful like Computer Science or Engineering? Sometimes, I ask myself those same questions. What exactly is it that I am doing?

    In my mind, the word “design” brings up many different images. Often I will picture a fashion designer with measuring tape and a model in front of her, or a car manufacturer sitting in a dark room with only a lamp as a source of light sketching the future of the automotive industry. I even picture a mad painter brushing frantically across a canvas creating a new masterpiece. The word “designer” meant so many different things that it was nearly impossible for me to know the true definition. All I knew was that all designers shared a common trait: their creativity. And, as luck would have it, I would spend my first several years of life developing my creative side, leading me to where I am today.

     For as long as I can remember, I have loved making things. It sounds cliche, but it’s true. I used to collect scraps of paper, out-of-shape paper clips, and many other things considered “trash” and assembled them into tiny sculptures as gifts for my friends and family. I was especially guilty of trash collection in school. My 2nd-grade teacher constantly criticized my never-ending mess, until the end of the year came. She chose to look beyond the mess inhabiting my tiny desk and focused on the small figures. From there, she deemed me the “Class Creator”. It was one of the first memories I had where my art was recognized by someone who wasn’t a relative or a  friend of my parents. Of course, the support of my parents played a significant role in my decision. They were the ones to shine the light for me, guiding me to where I needed to go.

    Fast forward several years and it’s finally time to apply to colleges. As a Junior in High School, I was expected to have already a list of schools I wanted to visit and, possibly, apply to. Like many others before me, I was completely lost on where I wanted to go, let alone study. I couldn’t decide if I wanted to go to a big or smaller school, out of state or in the state, and traditional or technical. This indecisiveness led me to begin my college search more locally because “it makes the most sense” as my mom put it. And she was right. I was enchanted by the schools neighboring my home: UGA, Emory, and Georgia Tech.

    While filling out my applications, I was unsure what I wanted to study. In the end, I decided to apply for mechanical engineering programs. At the time, it seemed like a sensible choice, given that it involved the creation of things. However, engineering focused on the more technical aspects of design, the “mechanics” if you will. As cool as that sounded, the thought of performing primarily calculus as a career for the rest of my life terrified me. My life would become mathematics. My creativity would be confined to the laws of physics and thermodynamics. As much as I tried to convince myself that that was what I wanted, it wasn’t. 

    Stumbling across the School of Industrial Design’s webpage was a godsend. It looked like what I imagined I would be doing as a mechanical engineer, only more eye-catching. I saw the beautiful designs that other students had developed and the effort they put into the aesthetics of the designs. It was everything I had been searching for. It was exactly what I wanted to do.

     

    Industrial Design. The second I decided to scroll through the Launchpad Portfolio on this secret website I had just discovered, I fell in love. Hard. Seeing students take their artistic abilities and create new things for people not just to enjoy, but use? Everything changed for me there. No longer was I doubting the decision to transfer to Georgia Tech, I simply changed the way I went about it.  I finally understood what being a designer meant. My choice to become a designer has been one of my best.

    Works Cited

    https://www.degreequery.com/wp-content/uploads/2019/01/industrial-vs-eng-smart-660×445.png

    https://th.bing.com/th/id/OIP.zXqHiS3fKQLuQQCC5Q9-IQHaCl?w=293&h=122&c=7&r=0&o=5&dpr=2&pid=1.

     

  • Dressing Up as Dora for Science

    What’s the first thing you notice about this photo? Maybe it’s the girl in the paper towel shirt with a tin foil backpack posing as Dora? Or maybe the girl with the construction paper boots or the girl with the Swiper paper mask? Or maybe you see me in the paper towel lab coat pretending to be a scientist character in the Dora cinematic universe.

    Why are we dressed as 5-minute craft Dora characters, you might ask? Well, in the name of science, of course! Specifically, as part of our team’s Presentation of Action on our solution to a Biosecurity problem scenario set 20 years in the future. Ok woah, a lot of exposition. So let’s throw it back and break down one of the most useful organizations for youth interested in STEM, Future Problem Solving! 

     

    Alright, what’s Future Problem Solving?

    Sounds like a bunch of buzzwords slapped together, but there is a reason for this I promise!

    Future Problem Solving (FPS) is an international program for K-12 that teaches students critical and creative problem-solving by training them in a six-step problem-solving model. A quick run-down of the steps:

    1. Identify Challenges – Given a complex, real-world scenario, what are some problems you can identify? Usually students will use a category list to try to identify problems of a diverse nature.
    2. Select an Underlying Problem – Out of all the problems identified, which problem is the most impactful on the scenario? Think – if we solved this, other problems might also be solved and the users would be the most benefited. What action verb would possible solutions need to accomplish to solve this main problem?
    3. Produce Solution Ideas – The fun part! Brainstorm creative yet realistic solutions to the underlying problem.
    4. Generate and Select Criteria – Create criteria that help you decide which solution is the best at solving the underlying problem and addressing the needs of the original scenario.
    5. Apply Criteria – Run each solution through the criteria you created and rank which one best meets all criteria overall.
    6. Develop an Action Plan – Whichever solution ranked first in step 5 will be your final solution to the problem. You need to elaborate on the who, how, what, where, why of the solution to explain how it could be implemented in the scenario and why it solves your underlying problem. (At the state and international level, teams will create a skit that describes their action plan. The limit is that for skit props, teams can only build them out of household items – hence, our makeshift Dora fits above! We created a cute Dora the Explora skit for our Presentation of Action Plan where I was a scientist explaining the research behind our action plan.)

    What makes this model unique though, is what problems are being solved (and here’s where the ‘Future’ of FPS comes in). 

    Each problem scenario is centered around a STEM-related topic, and the sky’s the limit with what areas of STEM these topics can derive from. Some of my favorites during my time included: Enhancing Human Potential, Biosecurity, Energy of the Future, Cloud Storage, Endangered Animals, and 3D Printing. Doing pre-competition research on the topic is highly encouraged, as students are given bonus points if they can describe current technology or solutions from corresponding STEM fields.

    The program throws you for another loop though by setting all these topics in a scenario that takes place 10-20 years in the future, making students not only think about the current state of the topic, but how it and its corresponding technology might possibly evolve. 

    While the program expects you to be creative with solution ideas in this field, it also expects you to understand the feasibility of current tech and how it might realistically look in the future. There are no ‘magic pill’ solutions that solve the problem with the flick of a switch allowed. You can be creative, but it’s got to be something that has a basis in our modern day to get ya points.

    So you got the basics of FPS down now. Just like with the Action Plan, let me hit ya with the WHY Future Problem Solving is an integral skill-builder for any primary school kids interested in a STEM career.

     

    Why You Should Force Yourself (or Force Your Child) To Join FPS

    I did FPS for 9 years before joining Georgia Tech as a Biomedical Engineering and then Computational Media major, so I speak from experience here that this six-step method of problem-solving is very similar to how both Engineers and Computer Scientists solve real-world problems in their respective fields.

    Let’s pretend we’re Biomedical/Software Engineers for a moment, and we’ve been given a specific user base that we want to design a device for that solves an issue they’ve been struggling with:

    1. To design a medical device or a computer program that’s meant to help a user base, first you need to identify what problem your users have. 
    2. Oftentimes, you’ll do user interviews and find users have MANY problems. One device can solve a few, but often due to restricted budgets and timelines, it’s not feasible to solve all the user’s problems, so you need to identify which ones are the highest priority (your underlying problem). 
    3. From then, research & design happens. You collaborate with your team on seeing what technology/systems currently exist and what are new methods/designs you can try to create that modify the current tech or are completely new from them (and you make simple prototypes of them). 
    4. Then you need to narrow down which design you want to move forward in with prototyping because there’s not enough time and money in the real-world to try to make every idea all the way from scratch to completion. 
    5. This is where you need to set up criteria to assist in deciding which device prototype you’ll choose as your action plan.
    6. Finally, once you’ve built and tested your device, you need to explain to your stakeholders and users how the device works and solves the identified problems from before. Otherwise, what was this all for besides wasting money?

    Did you see all the FPS steps in this engineering/computer science scenario? Granted, while this is a very simplified explanation, at the core, this scenario is what you do while working on projects in these fields. Even though I had no engineering or computer science experience before coming to Tech, it never felt unnatural to me when I was working on design projects because the process had already been ingrained into my being from FPS. I already knew how to critically think, so I could instead really dive into the technology I was working on and focus on coming up with solutions. Imagine starting with a leg-up at GT, and you never knew it!

     

    FPS, My Old Friend

    Beyond preparing me just for critical problem-solving in STEM, FPS also fostered my love for collaborating in teams. I loved the moments I shared with my teammates: Our countless recitations of topic-related vocabulary cards on the bus to the state competition in Athens, our nervous hands hovered above the face-down scenarios in a sea of international teams, the late nights of coloring absurd amounts of paper towels red, our screams when we won First Place at Internationals for our Dora skit. I wouldn’t change those moments for the world. Who thought something as educational as solving STEM problems for 2 hours could shape the best parts of my mind and life?

    To make it part of your life, check out the FPSPI website to see if you can find an active division near you. And if there are no current divisions, Future Problem Solving always welcomes the start of new ones! Get out there and solve some problems my fellow STEM kids!

  • A Reflection On Divisive Foods: Coconut Water

    Everyone’s relationship with food is a unique one and often changes and fluctuates over time. For some, it’s simply a means of survival, and for others, it can be what they most look forward to during the day. I personally fall into the latter category and enjoy indulging in a large variety of foods whenever possible. But even with my open and adventurous nature towards different foods, I’ve always wondered why there are some foods that I strongly dislike but are otherwise loved by my friends and family. What is it about our relationship with food that causes us to love or hate certain dishes or ingredients? These “divisive foods”, as I’m choosing to call them, can be very polarizing in society, and over the past few months, I’ve found myself thinking about why these foods evoke this black-and-white response.

     

    Food is multidimensional

    Foods possess a variety of traits (besides the taste) that define them. Some have different chemicals that can react with compounds in our body, others have unique textures that can satisfy or disgruntle us, and others still can hold special memories associated with them through experiences. I believe these additional traits are the key to understanding why foods can be so polarizing. I hope to create a series out of several different popularly divisive foods, but for now, I’d like to discuss in particular the properties of coconut and coconut water.

    Coconut. You either like it or you don’t. While coconut itself has a laundry list of traits that might cause polarization over it, I’m particularly interested in what’s inside them– coconut water.

     

    My First Impressions of Coconut Water

    To start off with a little anecdote, I recently tried coconut water for the first time ever. I’m personally not a huge fan of coconut to begin with, (the texture of desiccated coconut shavings is especially not my favorite), but my significant other enjoys it so much that I decided I would give it a try to see what all the fuss was about. Long story short, I absolutely hated it and was completely disgusted by the taste immediately after it hit my tongue. I spent the next 20 minutes scrambling to eat or drink anything that would get the taste of it out of my mouth and was baffled at how anyone could stand to drink a whole glass of it. As you can imagine my s/o was quite offended and shocked by my violent reaction and quickly began an interrogation as to why I disliked the coconut water so much. 

    My first impression was that it somehow tasted spoiled. We knew for sure that the coconut water was not expired, but to me, it somehow tasted like how watered-down sour milk might taste. This came as a surprise to my s/o as he interprets the taste as pleasantly sweet and refreshing– the very opposite of what I tasted. Were we really drinking the same beverage? How is it that two people can have such different experiences tasting the same thing? These thoughts lingered in my mind for weeks following my taste test.

     

    The Truth Behind the Taste

    After some research, I found out that pasteurization may be to blame. Pasteurization is the partial sterilization of a product, typically milk or wine, that makes it safe for consumption and gives it longer shelf life. This is done by heating up the product and subsequently denaturing all enzymes in the product that may cause future spoilage. While this sounds like a great mechanism for sterilizing coconut water, it also greatly alters the flavor. In particular, this type of pasteurization can introduce a burnt-like flavor to the drink, which may explain why it tasted so funny to me. Fresh coconut water apparently tastes very different from packaged and pasteurized coconut water and is widely enjoyed in many South Asian cultures. This difference can also be compared to the contrast in taste between store-bought orange juice and freshly squeezed orange juice. While the ingredients used are practically the same, they taste different due to one being pasteurized with most claiming that the freshly squeezed juice tastes better.

    Why is it that this flavor detraction is so strong in coconut water, but is less noticeable in products like milk? This is likely due to the long history of milk pasteurization that has allowed cultivators to perfect the level of pasteurization that both sterilizes the product to make it safe for consumption and preserves the flavors that we know and love. Coconut water pasteurization is a bit more difficult to strike a balance with, mostly because so much of its flavor profile is because of the enzymes that get removed during the process. It certainly makes sense then for people to swear by fresh coconut water and enjoy its natural properties for the tradeoff of shorter shelf life.

     

    The Verdict

    After exploring the properties of pasteurized coconut water, it can be easier to see why it’s so divisive among people. While some enjoy the flavor of coconut, others strongly dislike it, and whether that be due to pasteurization or simply an aversion to the flavor profile and aftertaste can vary from person to person. Reflecting on my experience with coconut water has inspired me to try fresh coconut water to see if I might enjoy the raw, unaltered flavor of the tropical fruit, but until then, I think I’ll elect to keep coconut out of my fried shrimp and away from my pastries.

  • Never Heard of Biomedical Engineering? Let me tell you what it’s all about!

    For anyone interested in going into Engineering, there are no shortage of disciplines that you can go into at Georgia Tech. You could major in Computer Engineering, Civil Engineering, Mechanical Engineering, Industrial Engineering, Environmental Engineering, Chemical Engineering, Biomedical Engineering, and any other type of engineering that comes to your mind, you can bet that we have it. Plus, we are a top-ranked school for any major that you have heard of! I, however, am not here to run a promotion commercial for Georgia Tech. I am sure that you have already seen and heard plenty about this school! Rather, I am here to tell you about why I chose Biomedical Engineering, and why I love what I do and the major that I am in! I am sure that many of you are either at the exciting point in your life, where you are getting ready to apply to college and wondering what you want to do, or are parents of kids and wondering what is an efficient way to spend your money! Whoever you are, I hope that you leave this post, gaining some more insight and with more information to be better prepared for your first day as an engineer at Georgia Tech, and, hopefully, a Biomedical Engineer!

    First of all, you are probably wondering, what the heck is Biomedical Engineering, and why should you consider it? If you read the name of the major, you are probably thinking, “Well, it has something to do with Biology and Medicine, and how the two interact!” If this is you, then I am here to tell you that you are on the right track! In fact, broadly speaking, what we do is try to find better solutions for common medical problems facing tons of individuals in the United States, and globally, using principles that we learn in math classes, biology, chemistry, etc. But, there is so much more to it than that! With BME, there is never a wrong answer to a problem! You are probably thinking, “Is he crazy?” No, you read that right, there is never a wrong answer to a problem! Unlike Civil Engineering or Mechanical Engineering, where you may have to perform calculations, many of the problems that you are faced with in Biomedical Engineering are more personal and the choices that you make and the perspectives that you bring can profoundly change their lives for the better, or for the worse! In Biomedical Engineering, you truly get the opportunity to think outside of the box, which is something that I really think you don’t have in other majors. Are you intrigued yet? Wait till you read more!

    So you may still be wondering, is this the right major for me? Specifically, you might be wondering, what type of person is a good fit for this major? My answer to those questions is that there is no such person as an ideal or a perfect fit for this major. Rather, you have to ask yourself, do you have a vested interest in having a personal impact on people’s’ lives?. This is not like Computer Science, or Mathematics where the work that you do is all theoretical, and involves sitting in a cubicle all day. This major is truly different from all the other majors because it is extremely practical in nature. If you go into this major, keep in mind that the majority of the time you spend is going to be thinking through scenario – based problems that do not have perfect answers. This may seem scary! However, I can assure you that that will make you better prepared for the real world. You grow the most when you are pushed outside of your comfort zone, and that is what will happen in this major.

    Okay, so you’ve read this far, and thought to yourself, “Yes, this major is for me!”, then you are probably wondering, “I don’t really understand how and where science comes into Biomedical Engineering! All he has talked about is working in teams, on real – world and practical problems. However, I promise you that all the concepts that you learn in Biology, Chemistry, and Physics come to use here. Just this past school year, I had to work on making a Pulse Oximeter, using Arduino to better measure Oxygen Saturation Levels in users with Dementia who had Long Covid. I remember that, at first, I was so confused where to even start. However, then, by using the knowledge that I learned about the Respiratory system from my systems physiology, and biology classes, I was able to dramatically simplify the problem, and start at a much more basic level. This also was true for a project I did about creating a mathematical model to predict the likelihood that a woman would develop Endometriosis. At first, it seemed way too complex for me with my skill level to make such a sophisticated model. However, when I thought about the role of Bayes’ Rule, which I had learned in my Biology class, and its uses, I realized how excellently I could apply it to my project at hand, even if it was not necessarily a mathematics – related project. You will also be at the forefront of research, and projects where you apply science directly. For example, many of my friends are research assistants in the Laboratory for Synthetic Immunity, led by Dr. Gabe Kwong. They use some of the information that they learned in Introductory Biology, such as how T-cells work to fight off an infection to utilize the body’s own immune powers to fight off cancer cells! In Dr. Krishnendu Roy’s lab, another lab run by a prominent BME professor who teaches Biomaterials, you perform research on how to speed up the process of delivering important therapeutics to those who need them, using principles you learned in Biology, Chemistry, Biomaterials, etc! In the BME Design Shop, you can apply the principles of torque and rotational motion that you have learned in Physics to create some extremely sophisticated physical prototypes! No, I’m not talking those stick figure drawings or those simple foam prototypes! You can create real, elegant prototypes that show the mechanics of how your design would work in practice. You can use programs, such as Fusion 360 to create 3D models of your design ideas using principles that you literally learned in Geometry and Differential Calculus! My point is that, the science aspect may not always be so obvious! You may have to really do some soul searching to find where the science aspect comes into your work. However, I can assure you that it is there. Sometimes, you really just have to think outside of the box. 

    However, with choosing any major comes tradeoffs. The tradeoff with BME is that the classes are extremely challenging, and they require you to truly apply different principles from different disciplines, rather than just regurgitate information. In classes like BMED 2110, or Conservation Principles in Biomedical Engineering, you have to learn how to take a poorly defined system, or a poorly defined problem, and uses the principles you know, such as the Conservation of Mass, the Conservation of Energy, the Conservation of Moles etc., and the equations you learned in Physics or Chemistry to deduce and obtain information that you do not easily have access to. Similarly, in BMED 2250, Problems in Biomedical Engineering, you are going to have to take the skills that you have learned in classes, such as Intro to Matlab, General Chemistry, and Statistics to figure out how you can solve an otherwise time consuming problem, much more rapidly. In BMED 2310, Introduction to Biomedical Engineering Design, you take that to the next level. You have to ask yourself, how can the principles that I have learned be used to create a better solution to a problem, as compared to the existing present solution? Put another way, how can my use of Matlab, or linear regression, or circuits be used to create a more efficient solution that better solves the problem for the user, or the various stakeholders that are affected by a problem? This may all seem daunting, but I promise you that you will be extremely thankful at the end! These skills prepare you for a career in Research, Manufacturing, Product Development, and whatever else you may dream of!

    I sincerely hope that by reading this article, you have developed the same passion for Biomedical Engineering that I have! Just kidding, I don’t expect you to have gotten that invested! However, I do encourage you to truly consider the field. One of the nice things about Biomedical Engineering is, you do not need to know immediately if you enjoy it or if it is what you want to do! There is no timeline for when you have to decide! One of the nice things about Biomedical Engineering is that it is becoming so well sought after because healthcare, and better solutions for common healthcare problems are at the forefront of many peoples’ values, and what many stakeholders want. I truly believe that there is a place for anyone who is interested as a Biomedical Engineer, so if you choose to go into this major, I guarantee that you will find what you are passionate about!

  • My Experience as a STEM Program Planning Assistant

    For people who are interested in STEM, there are a variety of jobs and experiences you can have. For me, an undergraduate student at Georgia Tech, I think I have an interesting job that goes along with my coursework and other activities. Since it’s a pretty unique position, I thought I’d share my experiences and reflections.

    First, I mentioned in the title that I work as a STEM program’s planning assistant. Specifically, I work for the Explore Living Learning Community (LLC) at Georgia Tech, a program for first years where students live together, take similar classes, and get involved in activities hosted by the LLC. These activities include educational events and social opportunities, which are planned and hosted by student assistants who are Tech students too! This LLC focuses on pre-health and research, and most of our students are STEM majors.

    I’ve had this position for two semesters now, and I’ve found it a great opportunity to combine my love of STEM with science communication. Paying close attention to what students are interested in then creating engaging and useful events requires STEM knowledge, familiarity with STEM students, and plenty of soft skills that aren’t typically trained as part of a science education. But, they have wide applicability. For instance, you can imagine any of these skills coming in handy whether you’re a scientist applying for a grant or an engineer trying to sell your new invention:

    • Event planning
    • Communication skills with clients, coworkers, and superiors
    • Marketing knowhow

    In addition to these soft skills, I’ve been able to take a peek into what the next generation of scientists, engineers, and programmers tick. They want to try new things that may not be directly related to their program of study. They aspire to make professional connections in their field to gain an edge. And, they’re eager to participate in events that will foster their curiosity and intellectual growth. To help them achieve this, our program has done a plethora of activities from paint nights, research networking events, and even a popular Halloween trivia night that I put on.

    What touched me most about my work so far is the possibility for students to feel inspired by STEM again. Coming on the third year of the pandemic, a lot of my fellow students feel quite burnt out from school, work, coronavirus, etc. In these circumstances, it’s hard for someone to stay motivated to the demanding area of study that they decided to pursue. But by connecting their areas of study with community, career, and fun, we can bring back in small part that little spark that made us interested in all this in the first place.

    One of my first major activities this fall was leading a trip to the Atlanta Zoo. After getting there, most of the students split up into groups to explore the park. I was left with a handful of guys who didn’t seem to have a group to go with. As expected, things were very quiet and shy, and I was a little scared at first that they might not enjoy the experience. After all, how can you stay stony faced when you’re looking straight at an elephant giving itself a dust bath?

    But after about an hour, my fears were quelled. They started smiling, laughing, and telling jokes. By lunch, we were thick as thieves. It’s hard to tell what caused this shift. The nice long walk? The cute cool looking animals? The real-world not video call social interaction?

    In the reptile exhibit, seeing these previously deadpan students coo and aww over baby turtles, I mused to myself that we’d rediscovered something. One student remarked that after all those exams, seeing them made him feel like everything was okay again. You could see that spark in their eyes, the one that we all had when we were kids and we found something wonderful. After all, it was first our curiosity and sense of wonder that led us to STEM to seek out answers. And can’t we all use a reminder once in a while?

  • Don’t call me bird-brained!

    The island of New Caledonia

    What’s wrong with you humans, using us as insults? Just the other day, I heard one of you call your boss a vulture! Now, I’m not here to deny that man’s covetous proclivities, but I happen to have a friend who’s met a vulture, and I hear they’re quite lovely chaps. At any rate, they’re probably going to go extinct because of you idiots; some respect on the way out would be nice. Perhaps I’m being uncharitable. I know a lot of you are rather well-meaning, and that you study other animals to understand us better. But you have to realize, my dear apes, it’s not always the case that we can’t figure out some of these tasks you present us with, but that we don’t feel like doing them in the first place!

    Anyway, let’s move on to the main subject of my little essay–a paper I found in one of your journals. Here, von Bayern and his buddies studied compound tool construction in my species–New Caledonian crows. Compound tools are made from two or more separate objects, each of which might function individually as a tool. Until recently, compound tool construction has only been observed in your family—the hominids. The most famous example of compound tool construction outside of humans occurred over a century ago when a man named Wolfgang Köhler was studying apes on an island much like mine and discovered that one of his chimpanzees, Sultan, was able to combine two bamboo sticks to reach a banana. With the increasing evidence that members of my family, the corvids, seem to possess rather impressive cognitive abilities (if I do say so myself), von Bayern and his crew decided to conduct a study in which they presented a few of my friends with a variety of tools, some of which could be combined with others to create more complex tools. They were first provided with a food reward that could be extracted with a single tool, after which the researchers introduced pieces of food that were much too far to reach without creating a compound tool. Half of the crows in the experiment (yes, yes, go ahead and laugh–I’m sure all of your friends are geniuses, aren’t they?) were able to combine the tools with no prompting from humans. Even your study concedes that my friends seemed to have created the tools for a very specific purpose and that they seemed to understand when to use the tools because the further the reward was, the more likely they were to combine the provided tools before their first attempt at reaching their treat.

    My great-great-great-great…I don’t really know, honestly. My ancestor. Damn handsome fellow. In your year 1877, if you must know. You creatures have such a strange obsession with tracking the sun.

    I was more or less happy with the paper so far, but it was the next part that made me squawk with delight! One of my buddies, Wak-wak (I think he was called Mango in the paper–what is it with you people naming us after food? Would you like it if I called you Burger?), happened to break several tools in an effort to fit them into each other. Nevertheless, once he was able to overcome these difficulties, he repeatedly constructed 3- and 4-component tools. You see, as my forefathers took to the heavens, it made it more difficult for their progeny to engage in tool use. To put it more simply, we don’t have hands, damn it! Not one thumb! How the hell am I supposed to build a civilization when all I’ve got is this damn beak?

    I will now let you in on a secret. Remember that chimp I told you about earlier? Köhler helped him make the tool. In fact, Sultan was unable to use the bamboo sticks until Köhler showed him how he could hit his finger into one, and even still, it took him over an hour to figure out the task. Moreover, he had some difficulty replicating the task the following day. Compare that to my comrades, who were able to figure the task out in at most six minutes and continued to construct new tools in successive trials. Look, I know that it’s difficult for my species to communicate with yours; hell, I’ve been scrawling this letter out for the past three months on a piece of driftwood. Ultimately, we’re quite different, and you really can’t know for sure why we do the things that we do. All that I ask is a little compassion. A little understanding. A little respect. Sure, we can’t do long division, but why would we want to? Just remember that we all share this planet, and that you can never really know what’s going on in our heads.

    Citations:
    Ogada et al. (2015). Another Continental Vulture Crisis: Africa’s Vultures Collapsing toward
    Extinction. Conservation Letters, 9. https://doi.org/10.1111/conl.12182
    von Bayern et al. (2018). Compound tool construction by New Caledonian crows. Scientific
    Reports, 8. https://doi.org/10.1038/s41598-018-33458-z

    Image Credit:
    Araucaria columnaris New Caledonia via Creative Commons license.
    New Caledonian Crow via Wikimedia Commons.

    Note: The anthropomorphism is merely a vehicle to draw light to a couple of issues. Also, please continue naming animals after food.

  • CS4641 Project 3: Neural Networks Reflection

    Introduction

    If you have read my last article, you know that we have been here before. Although I talked about the process of completing and submitting Project 2, I wanted to write about Project 3 but focus on more of the content I learned from it.

    Project 3 was completely different to Project 2- not only in terms of difficulty, but also what it meant it to me. In high school, I remember binging YouTube videos on neural networks for hours upon hours. I thought they were extremely interesting and powerful- but still had no idea how they really worked. Another reason that the algorithm caught my attention firstly was due to the relation the name has to the human brain, which has always fascinated me. Below is a picture that shows the relation between a brain’s neurons and a computer neural network.

    Neural networks and their allure were part of the reason that I wanted to study the Intelligence thread as CS major- so this particular project in Machine Learning was going to be important for unveiling the black box of how they work.

    What is a Neural Network?

    Neural networks seem extremely complicated, and they definitely can be. However, there are simple ways to think about them that makes the understanding much easier. Simply put, a neural network is a set of algorithms working together to show relationships in a dataset and try its best to mimic the behavior of human brains. They represent one of the most popular algorithms and can be programmed to do almost anything.

    This particular project was focused on one of the algorithms potential uses- text classification. Text classification is when a computer model is able to categorize words based on a certain trait they possess. For example, for this assignment, we were given the iMDB dataset of movie reviews that the computer model would take in and break down to analyze. The model is also fed training data and testing data- the training data is what the computer uses to learn how things are classified and the testing data is used to test the model’s accuracy. The computer model must be accurate on classifying movie reviews as either positive or negative on both sets of data. The coolest part of implementing a neural network like this is when it can accurately predict whether it is reading a nice review or bad review just like a human.

    Neural Bag of Words

    For the sake of length, I will only discuss one of the algorithms we implemented for Project 3, Neural Bag of Words. NBOW represents the situation in which a bag contains a bunch of words; think of someone reaching into a bag and fetching a word, but only paying attention to the amount of times a word appears and disregards grammar and word ordering from the word’s original sentence. This means that every single word in the bag is treated the same, it doesn’t matter what the word’s meaning or significance is.

    The Neural Bag of Words model works like any other neural network- with an input and output layer, and a hidden layer in between.

    This algorithm works its magic by using an embedding layer, which helps convert words to vectors that can be used in the neural network. In our situation the input layer consists of the IMDB review dataset and the output we get is an accuracy of the computer’s prediction on the nature of the reviews.

    Conclusion

    Although I have only scratched the surface of what a neural network is made up of and does, the message of how strong it can be should be clear. Using neural networks, computer scientists can train any computer to predict anything at all using just an established dataset and training time! The possibilities of functions are endless!

  • Reflection on CS4641 Project

    Introduction

    When my professor assigned a new project in my CS 4641 class, Machine Learning, I felt panic begin to set in. All I could think of was my unpleasant experience from a couple weeks back. I had never coded for any machine learning project, so when I attempted the first coding project two days before it was due, it did not go smoothly. I had a meltdown because it was all so new and foreign to me and even the coding environment we had to use (Google Colab) was extremely confusing to me. In hindsight, I definitely should not have waited until the last minute to begin the massive project; I had let procrastination win. I had to find a way to turn the situation around, and quickly! 

    Now what?

    With less than two days left before the project deadline, there was no way I could finish the entire thing. Luckily for me, our class is allowed to utilize up to three late days on any assignment throughout the semester. I could finally take a breath and concentrate on the task at hand. Seeing that I had no clue whatsoever how to begin the project or even wrap my head around the concepts meant that I obviously needed to seek outside help. I went over to my professor’s website for the class and located the TA office hours guide on Piazza and signed up for every single office hour possible. In total, I was planning on going to seven different TA’s office hours during the rest of the week. 

    Struggling through the Process

    From there, I put my head down and worked until I could not stand the sight of my computer screen. I woke up early and went to bed late working continuously on the project. Thanks to the late days, I had time to go through the project step by step and write down every question I had. With these questions, I went to a bunch of office hours and learned from every single session with all the different TA’s. Through the non-stop work and meetings, I ultimately got my code to perform the desired outcome. That moment could have very well been the happiest I have felt this entire semester. The utter relief I had when it was all over was insurmountable. I had finally finished the monstrous project that I had put off for so long. 

    Conclusion

    Clearly, the biggest lessons learned here were that when a professor tells you not to start the homework late, listen to them and never be afraid to seek out help. I should never be embarrassed to ask any question I have because there are so many resources out there from GT to help.  Plus, once I eventually understood the machine learning project, it was super cool to see it work in action! 

  • The Unbeatable Antibody Squad #1: Covid-19

    NEWSREPORTER: AUTHORITIES REPORT YET ANOTHER HOME INVASION PERPETRATED BY A MAN WE NOW KNOW AS COVID NINETEEN FROM THE CORONAVIRUS CRIME FAMILY. HIS REIGN OF TERROR HAS GRIPPED THIS SLEEPY NEIGHBORHOOD SINCE LAST YEAR. IT SEEMS HIS M. O. IS INVADING THE HOME AND MAIMING OR KILLING EVERYONE INSIDE. HE CAN BE EASILY IDENTIFIED BY HIS UNIQUE LEATHER JACKET AND BOOTS.

    –

    MEANWHILE IN THE JANE JOHNSON HOME…

    GARY: THIS COVID GUY IS OUT OF CONTROL!

    STEPH: YEAH. DID BRAIN EVER ORDER THAT mRNA?

    GARY: SHE DID! VIA VACCINE SAME-DAY EXPRESS DELIVERY. IT SHOULD BE HERE ANY SECOND NOW.

    —

    OUTSIDE…

    THE VACCINE DELIVERY WORKER, MS. LIPID NANOPARTICLE, CARRIES THE BOX TO THE DOOR AND RINGS THE DOORBELL.

    —

    LIPID NANOPARTICLE: HERE’S THE mRNA MANUAL YOU ORDERED!

    GARY: THANK YOU MS…. LIPID NANOPARTICLE.

    LIPID: PLEASE, CALL ME LIPPY. LIPID NANOPARTICLE IS MY MOTHER’S NAME.

    —

    GARY & STEPH CARRY THE mRNA MANUAL, WHICH DETAILS HOW TO MAKE COVID’S LEATHER JACKET AND BOOTS, TO THE ROOM WHERE THEIR HOUSEMATE, AXL THE RIBOSOME, DOES THEIR SEWING. A THOUGHT COMES TO GARY.

    GARY: WAIT! WON’T THAT MANUAL GET MIXED UP WITH THE DNA MANUAL, PERMANENTLY CHANGING THINGS AROUND HERE?

    STEPH: THE DNA MANUAL IS IN A SAFE IN THE STUDY. THIS MANUAL WILL GET NOWHERE NEAR IT. BESIDES, THIS IS WRITTEN IN ENGLISH, AND THE DNA MANUAL IS IN JAPANESE, SO THIS WOULD HAVE TO BE TRANSLATED FIRST, MAKING A MIX UP LIKE THAT IMPOSSIBLE

    —

    THEY GIVE THE MANUAL TO AXL THE WHO GETS TO WORK MAKING THE CLOTHES.

    —

    HOME SECURITY SPOTS THE MANNEQUIN WEARING COVID’S CLOTHES AND DEPLOYS THE ANTIBODY SQUAD TO SUBDUE THE THREAT.

    —

    OTHER MEMBERS OF THE SECURITY TEAM RECORD THEIR FINDINGS

    MEMORY T CELL [LEFT]: WRITE THAT DOWN! WRITE THAT DOWN!

    —

    THEN ONE DAY…

    COVID NINETEEN DECIDES TO PAY THE JANE JOHNSON HOME A VISIT

    —

    BUT THE HOUSE IS BATTLE-TESTED AND READY FOR HIM. THEY ATTACK HIM IMMEDIATELY.

    —

    COVID ANTIBODY SQUAD [ALL]: AND STAY OUT!

    COVID JOINS A LONG LIST OF CRIMINALS WHO ARE NO MATCH FOR HOME SECURITY AND ITS ELITE ANTIBODY SQUAD!

     

    FIN

  • Vinyl is Better than Digital Music

    Hear that music??? That, my friend, is the sound of classic vinyl…

    Meet Ernie. My vinyl player 🙂

    You know that round spinning thingy that plays music that your grandparents and/or parents used growing up? Well, good news – it’s not extinct! When it comes to enjoying music, one of the best ways that I have discovered is by using vinyl (aka: the record player).

    Compressed MP3 files and digital streaming services such as Spotify, Apple Music, Pandora, and YouTube have been the social norm for listening to music; however, vinyl sales have tremendously increased from under a million in 2007, to more than 8 million today in the U.S alone. According the British Phonographic Industry, vinyl sales hit a peak in the UK and the US in recent decades. Why? Because vinyl just is better!!

    Let’s delve into the reasons why vinyl records are superior to digital MP3.

    1) Simply put, vinyl sounds better than MP3:

    Vinyl is the only playback format readily available to consumers that is fully analog and fully lossless. That means that with a quality record player, you get to enjoy a high-fidelity listening experience. High-fidelity equates to high-quality reproduction of sound, that has inaudible background noise and distortion – giving a sound extremely similar to the original. Who wouldn’t want to listen to music that sounds as authentic as the source intended it to be?

    The quality is immaculate. The song you hear playing in this article is featured above. It is a vinyl by the Righteous Brothers, with a song clip entitled “The White Cliffs of Dover” (1965).

    2) Listening to vinyl is a complete experience:

    An expanding collection of my vinyls!

    You know when you can feel the music when listening to your favorite songs? Well, with vinyl, you not only figuratively feel the music coursing through your mind and soul, but you can physically feel the music through the tangible form of the vinyl. There’s nothing like unraveling a vinyl wrapped in its cover. There’s nothing like being able to smell the music, just like the comforting smell of books in the library. With vinyl, you get to fully experience music with literally all of your senses.

    3) Going to record stores is so fun!!

    There’s nothing like the nostalgic and magical experience of entering a record store, whether it’s your first time, third time, or hundredth time! You can easily spend hours in the record store browsing, searching, and discovering music! You can mingle with other vintage audiophiles, and you can usually always get a special discount when buying vinyl in bulk! Furthermore, there is no monthly subscription to enjoy the music you want (Haha, take that Spotify and Apple Music)!

    Unraveling a shiny vinyl!

    Vinyl is an unbeatable classic that has remained relatively unchanged for the past 40 years! Since it’s creation in 1948, numerous developments and refinements within the vinyl industry have been made to perfect its technical and practical excellence. As George Plasketes, a professor of media studies and popular culture in the School of Communication and Journalism at Auburn University in Alabama, put it:

    “Vinyl is not simply a recording format, but the artefact of an age; it is an experience that embraces emotion, passion and romance”.

    Keep calm and vinyl on!

    Sources:

    Oregonian/OregonLive, David Greenwald. “Does Vinyl Really Sound Better? An Engineer Explains.” Oregonlive, 19 Nov. 2014, www.oregonlive.com/music/2014/11/does_vinyl_really_sound_better.html.

    Plasketes, George. “Romancing the Record: The Vinyl De‐Evolution and Subcultural Evolution.” Wiley Online Library, John Wiley & Sons, Ltd, 5 Mar. 2004, onlinelibrary.wiley.com/doi/abs/10.1111/j.0022-3840.1992.00109.x.

    Sarpong, David, et al. “’Vinyl Never Say Die’: The Re-Incarnation, Adoption and Diffusion of Retro-Technologies.” Technological Forecasting and Social Change, North-Holland, 29 Nov. 2015, www.sciencedirect.com/science/article/pii/S0040162515003078#bb0310.

    Zabowski, Jason. “4 Reasons Why Vinyl Is Better Than MP3.” VOX Player, 21 Nov. 2017, https://vox.rocks/blog/vinyl-is-better