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ericx1e/README.md

Eric Xie


I build full-stack applications and web games, and I'm obsessive about performance and user experience. CS + Math background with a focus on applied ML and clean, fast software.


Experience

2026 Capital One — Software Engineer
2025 Capital One — Software Engineering Intern · Security tooling & Chrome extensions
2024 Boston Scientific — Software Engineering Intern · RAG tooling & LLM deployment
2022 Precidiag — ML Intern · 100× training efficiency improvement

Projects

Kalshi AI Forecaster Prediction market trading agent using Gemini Pro + LangChain. Custom VWAP features, real-time UI, outperformed human baselines. Python LangChain Flask React

Tank Arena Real-time multiplayer game with WebSocket server, fog-of-war rendering, and room/state management. p5.js Node.js WebSocket

BitTorrent Client Full P2P client from scratch — tracker comms, SHA-1 piece validation, multi-threading with select(). Python networking concurrency

Graph Analysis 3D geometric reconstruction via SDP and spectral clustering. 99.7% accuracy using SVD alignment. MATLAB SDP spectral methods


Eric Xie .

CS + Math · University of Maryland · Software Engineer @ Capital One

web games full-stack machine learning applied math performance & UX

Stack

Python JavaScript Java C++ React Node.js PyTorch AWS Docker

Pinned Loading

  1. Word-Bord Word-Bord Public

    🅱️ Spin rows and columns to form words in this daily word puzzle

    JavaScript 3 2

  2. 24 24 Public

    ♦️ Use math operations to create the 24 card

    JavaScript 2

  3. StudyBrew StudyBrew Public

    ☕️ A study tool replacing the endless countdown timer with the peaceful pouring of tea.

    JavaScript 1

  4. Battle-JS Battle-JS Public

    ⚔️ A battle simulator with sandbox, campaign, and multiplayer modes

    JavaScript

  5. Training-Data-Selection Training-Data-Selection Public

    📈 Exploring methods to optimize machine learning rate.

    Jupyter Notebook