🏆 Talkio (Swamphacks 2026 Winner)
github↗AI-powered sales conversation intelligence platform
- Won Best Use of DigitalOcean at UF for building an AI-powered sales conversation intelligence platform.
- Built an LLM-driven transcript analysis pipeline with MongoDB semantic search across client conversations.
- Created a multi-agent AI system with Gemini and ElevenLabs, hosted GPT-OSS-120B model on DigitalOcean.
React · Radix · Node · MongoDB · Openrouter
Go, Langchain, AuroraDB, Auth0
- Created resume optimisng platform in Go to generate ATS-ready resumes and CVs with inner validation.
- Designed AI agent system using LangChain and PostgreSQL + pgvector for optimizing resumes and retrieval.
Go · Langchain · AuroraDB · Auth0
MCP server enabling LLM agents to control Spotify through natural language
- Built an MCP server exposing 5+ Spotify capabilities as structured tools for LLM agents via Spotify Web API.
- Implemented OAuth 2.0 and token refresh flows for secure, user-authorized access to real-time Spotify data.
Typescript · Spotify API · MCP · OAuth
Spotify + Letterboxd clone
- A fullstack app that combines letterboxd and spotify (the apps i cannot live without).
- Built a full-stack movie and music logging platform with Node.js, Express, and PostgreSQL, integrating Spotify Web API and TMDb API for metadata sync. Added indexing and query optimization for fast search/filter across 500+ titles.
- Built Express.js backend with REST APIs and PostgreSQL integration, ensuring scalable data persistence and eliminating 100% of duplicate entries with FK constraints.
- Developed a responsive JavaScript frontend, optimized API calls for sub-200ms load times, and achieved 95%+ browser/device compatibility across 5 tested environments.
Javascript · Express.js · Node.js · supabase
Clean and minimal portfolio website designed in React and Nextjs to showcase my portfolio
- Built a minimal portfolio website to showcase whatever I do.
- React + Tailwind frontend.
- Next.js backend.
React · Tailwind
Full stack RAG chatbot
- A bot that uses r/usf's reddit data to answer your queries.
- Architected and deployed an AI-powered chatbot system that processes 1,000+ Reddit posts daily, achieving 95% query accuracy through ChromaDB vector embeddings and reducing response time by 70%.
- Built a full-stack web application using a React/TypeScript frontend and Node.js backend, serving 50+ concurrent users with 96% uptime and sub-200ms API response times.
- Integrated Google Cloud AI Platform with a Python-based data pipeline to automate content scraping and embedding generation, improving data processing efficiency by 85% and scaling to handle 50K+ posts.
Python · Typescript · Node · React · Supabase · Gemini API
Backtest Stock Price Prediction Engine
github↗A program that uses existing trading algorithms and stock data to predict prices
- Automated data preprocessing pipeline reduced analysis time by 65%, handling normalization, missing value treatment, and visualizations.
- Developed a modular backtesting engine in Python using Pandas and NumPy to simulate trading strategies on over 10,000 rows of historical stock data, enabling reproducible performance testing.
- Designed an extensible architecture leveraging NumPy and modular functions, allowing future integration of live market APIs for real-time strategy validation.
Python · Jupyter · AlphaVantage · YahooAPI
Apocalorie (HackUSF 2025)
Smart calorie tracker
- A hackathon project targeting the post apocalyptic track where users can estimate calorie intake based on location and food availability.
- Developed a custom data scraper that processed over 450,000 FDA food entries, filtering and condensing the dataset to 3,000 key survival foods, improving database performance by over 99%.
- Implemented React and Node.js, integrating Google Gemini API for dynamic AI responses and Mapbox for location-based user visualization on a post-apocalyptic Earth model.
- Rapidly prototyped and iterated a production-ready calorie tracker in a 24 hour hackathon, emphasizing scalability, data efficiency, and UX.
Python · React · Node · Tailwind · Express · Gemini API
A telegram bot that delivers real time crypto prices and news
- Developed an automatic bot using Python, Coinmarketcap and Telegram API to deliver information about the current Crypto market to its users.
- Features modular design, with separate handlers for commands like /start, /news, and /price, making it easy to maintain and improve.
- Having 20+ concurrent users monthly.
Python · Linode · Firebase · CoinMarketCap API · Telegram API