( Product Developer / Web Developer / ML Researcher )
~$ ssh term.tylertaewook.com
👋 Nice to meet you!
My name is Tyler, a first-year undergrad at Columbia SEAS pursuing towards a B.S. in Computer Science. My general interest revolves around intertwining Machine Learning and Web Development in which I spark my passion working on ML Web apps such as scraft.ai. I'm curently exploring fields like text-mining, arduino-robotics, computer-vision, and reinforcement-learning until I settle onto a single one that I would like to dive deeper.
📚 Featured Blog Posts
~$ ssh blog.tylertaewook.com
How AI's Socratic Questioning can help you write better
Story behind building Scraft: an AI-powered Writing Tool
What I learned from building a Django appointment scheduler for my school
The project that taught me how to learn, why I learn, and what to learn in my future CS career.
Understanding Proximal Policy Optimization (Schulman et al., 2017)
How I approached the PPO paper bottom-up as a beginner
Orbitron: Reinventing the (spherical) wheels and its control algorithm
My six-month journey of building a 4 Wheel Independent Steering/Driving Vehicle