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riyonp23/README.md

Hello, I'm Riyon Praveen👋

Computer Science Student @ University of South Florida I build full-stack web applications and developer tools focused on automation, security, and clean API design.

🛠️ Tech Stack

Python JavaScript TypeScript Java C React Flask Node.js MongoDB PostgreSQL AWS Docker Git

🚀 Featured Projects

CourtSide — NCAA D1 Men's Volleyball analytics dashboard with AI match predictions · Live Demo React 18 · TypeScript · Fastify · PostgreSQL · Prisma · WebSocket · Recharts

71 teams · 329+ players · Weighted logistic regression predictor across 7 features · Real-time NCAA data pipeline · Coaches Poll rankings · Conference standings · Player comparison with radar charts

Probe — AI-powered codebase Q&A from the terminal TypeScript · Tree-sitter · RAG · HuggingFace · Vectra · AES-256-GCM

CLI tool that indexes any repo (local or GitHub link), chunks code by AST boundaries, embeds locally, and streams answers with file + line citations. 5 LLM providers supported — Gemini is free.

Student Connect — Full-stack automation bridge syncing Canvas LMS → Todoist & Notion React 18 · Flask · MongoDB · RSA-2048 · JWT · OAuth 2.0 · APScheduler

20+ active users · 99.9% sync accuracy · Zero-Trust encryption · Passwordless auth

📬 Let's Connect

LinkedIn GitHub

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  1. Probe Probe Public

    CLI tool that indexes any codebase into a local vector database and answers natural language questions about the code with exact file and line citations. Built with TypeScript, Tree-sitter AST pars…

    TypeScript

  2. CourtSide CourtSide Public

    NCAA D1 Men's Volleyball analytics dashboard with AI-powered match predictions, real-time player leaderboards, and team comparison tools. Built with React 18, TypeScript, Fastify, PostgreSQL, Prism…

    TypeScript

  3. Student_Connect Student_Connect Public

    Eliminates manual assignment tracking by automating Canvas LMS → Todoist & Notion synchronization. Engineered with React 18, Flask, MongoDB, RSA asymmetric encryption, OAuth 2.0, and a custom state…

    Python 1

  4. Tokened Tokened Public

    🏆 1st Place 2023 FBLA — Gamified student engagement platform built in Python with MongoDB. Tracks event attendance and rewards participation with digital tokens to drive measurable school engagement.

    Python 2

  5. AttractionFinder AttractionFinder Public

    🏅 5th Place 2022 FBLA State — Constraint-based travel recommendation engine in Python. Filters attractions by budget and weather parameters, generating optimized itineraries with 95% classification…

    Python 2

  6. Noxu Noxu Public

    Lightweight Python system utility for global audio control via custom hotkeys. Multithreaded daemon architecture maintains sub-1% CPU utilization with zero-latency response across all active applic…

    Python