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Modeste01/README.md

CS + Math senior at Washington State University (graduating May 2026). I build backend systems, applied ML pipelines, and work with AI coding agents to ship fast.

Recent Work

  • AR Campus Navigator : Built the full intelligence stack for a mobile AR app: geographic math engine (Haversine + bearing), Wikipedia API layer, GPS/compass React hooks, Gemini AI summarization, ElevenLabs TTS pipeline, and AR overlay UI. Shipped end-to-end in 24 hours at CrimsonCode 2026. (Team project) GitHub
  • Sports IoT Backend : Real-time event streaming platform using FastAPI, PostgreSQL (LISTEN/NOTIFY), WebSockets, and Docker. Event-driven architecture handling concurrent IoT device connections. (Team Project, Available on Request)
  • ML Spam Detection : Four-algorithm comparison; SVM with TF-IDF reached 98.7% accuracy. LIME applied for per-prediction explainability. Contributed verification infrastructure, including 78.15% LIME/SHAP XAI consensus across 20 test emails. (Team project) GitHub
  • Music Genre Classification : Designed the project architecture and pipeline structure (5-stage preprocessing to ensemble evaluation); collaborated on final report. (Team project, Report Available on Request) GitHub
  • Spreadsheet Expression Engine : Custom parser using Shunting Yard algorithm with DFS cycle detection and Observer pattern decoupling formula engine from UI. (Personal, Available on Request)

Skills

Python, FastAPI, PostgreSQL, WebSockets, Docker, Machine Learning, HTML, CSS, JavaScript, C, C++, C#, Git, CI/CD, AI Coding Tools (Cursor, GitHub Copilot)

Connect

LinkedIn | Email

@Modeste01's activity is private