Skip to content
View JesseW2158's full-sized avatar
πŸ€–
Machine Learning
πŸ€–
Machine Learning
  • Glastonbury Connecticut
  • 00:23 (UTC -04:00)

Highlights

  • Pro

Block or report JesseW2158

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
JesseW2158/README.md

πŸ‘‹ Jesse Wang

Incoming CS & Math @ UMass Amherst

I'm a first-generation college student heading into a Computer Science and Math double major at the University of Massachusetts Amherst. I like understanding systems from the bottom up β€” whether that means writing a chess engine's search from scratch, pushing thousands of instanced particles through raw OpenGL, or fine-tuning a model on MRI scans. If it's low-level, uncertain, or a little too ambitious for a weekend, I probably want to build it.

Typing SVG

πŸ› οΈ Technical Stack

Languages

Java Python C++ C Kotlin JavaScript PostgreSQL

Machine Learning & Data Science

PyTorch TensorFlow scikit-learn Keras NumPy Pandas OpenCV Ultralytics Matplotlib

Frameworks & Tools

OpenGL Arduino FastAPI Django Twilio GSAP Git VS Code Jupyter Anaconda


πŸ’Ό Featured Projects

β™ŸοΈ Chess Engine

From-scratch engine in Java

A full chess engine built from the ground up: FEN parsing, legal move generation, alpha-beta search with Zobrist hashing and a transposition table, null-move pruning, and a tapered evaluation on piece-square tables β€” verified against perft to make sure the move generator never lies.

Java Alpha-Beta Pruning Zobrist Hashing Game AI

Repo

🌌 Particle Simulation

Real-time graphics with LWJGL

A real-time particle simulator rendering thousands of spheres through instanced rendering in modern OpenGL, built directly on LWJGL with no engine in between β€” just the graphics pipeline and me.

Java LWJGL OpenGL Instanced Rendering

Repo

πŸ’“ PulseLine

Agentic AI medical voice assistant

A 24/7 agentic assistant that autonomously handles patient phone calls β€” scheduling, prescription refills, doctor lookups β€” through a real-time voice pipeline built on Twilio and the OpenAI Realtime API, backed by a FastAPI service and a PostgreSQL patient database for context-aware responses.

Python FastAPI PostgreSQL Twilio

Repo

🌐 Personal Website

Portfolio & project hub

My personal site, pulling my projects, research, and resume together in one place. Inspired by PedroTech, this was built using React and TailwindCSS,

React TailwindCSS JavaScript Frontend

Repo Website


πŸ”¬ Research & Recognition

  • πŸ”¬ Columbia University β€” optimizing the MMIST-ccRCC benchmark with Professor Adam Lin, replacing task-specific encoders like 3D-ResNet18 with Google's CT Foundation Model for clear cell renal cell carcinoma assessment
  • 🧠 University of Connecticut β€” built an ML pipeline for automated brain tumor segmentation and progression prediction, fine-tuning Meta's Segment Anything Model 2 on the Cancer Imaging Archive's Brain Tumor Progression dataset
  • πŸ† Amazon Future Engineer Scholar β€” incoming Software Engineering Intern @ Amazon, Summer 2027
  • πŸ₯‡ Best of MITES β€” for writing on the limitations of AI, plus the MITES Semester Achievement Award for PulseLine
  • πŸ… NCWIT Aspirations in Computing β€” National Honorable Mention
  • πŸŽ–οΈ 3rd place @ Quinnipiac University Hackathon Β· 3rd place @ MIT Blueprint

πŸ“Š GitHub Analytics

GitHub Stats Top Languages GitHub Streak

🎯 Current Focus

  • β™ŸοΈ Squeezing more depth out of my Java chess engine's search and evaluation
  • πŸ”¬ Pushing the ccRCC cancer assessment model forward with Columbia's research team
  • πŸ€– Leading FRC Team 2170 as Programming & Electronics Captain, growing the team from 28 to 63 students
  • 🌌 Prepping for my internship @ Amazon in the summer of 2027
  • πŸ“ˆ Getting curious about quant research β€” modeling uncertainty is basically the same puzzle as everything else I love building

πŸ“« Let's Connect

Email LinkedIn


🐍 Contribution Snake

snake gif


Profile Views

Thanks for visiting! Feel free to explore my repositories and reach out if you'd like to collaborate. ⭐

Pinned Loading

  1. Team2170/GuardianLib Team2170/GuardianLib Public

    GuardianLib!

    Java 3 1

  2. PulseLine-Agent/PulseLine PulseLine-Agent/PulseLine Public

    Python 2 1

  3. Blueprint-2025 Blueprint-2025 Public

    C++

  4. Darksharkthe1st/Task-Manager Darksharkthe1st/Task-Manager Public

    Created for the Congressional App Challenge. Written by Jesse Wang, Mason Ouni, and Farhan Kittur.

    Kotlin