Every project I've caught and trained. Filter by type below.
BACK TO HOMEFull-stack Premier League analytics platform with Spring Boot REST API, React TypeScript frontend, and Python ML pipeline. Built production-grade web scraper processing 2,500+ player records across 5 seasons with bot protection bypass and rate limiting. Designed PostgreSQL schema with denormalized statistics table optimized for ML workloads supporting match prediction.
TECH
React Native hyperlocal discovery app with photo sharing, geolocation features, and ML-powered recommendations. Architected scalable backend with Express, RDS, and S3 for user profiles and real-time geospatial queries. Implemented FastAPI Python microservice with all-MiniLM-L6-v2 embeddings for semantic matching.
TECH
Production-grade Retrieval Augmented Generation pipeline comparing 3 vector databases and 3 embedding models. Benchmarked Mistral and Llama2 LLMs achieving 8/10 accuracy with 17.5 second response time. Engineered preprocessing pipeline with configurable chunking strategies, improving answer quality by 12.5% through systematic A/B testing.
TECH
Serverless ETL pipeline using Lambda, S3, EC2, and RDS automating portfolio data ingestion and processing. Designed PostgreSQL RDS schema for portfolio holdings, transactions, and performance metrics. Deployed Streamlit dashboard on EC2 with real-time market data integration using yfinance API and PyPortfolioOpt for allocation optimization.
TECH
Course scheduling optimization tool with Next.js and TypeScript. Parses degree audit HTML files using Cheerio to extract 100+ course records and generate optimized semester schedules. Developed prerequisite mapping algorithm sequencing classes to maximize scheduling flexibility. Designed responsive UI with Tailwind CSS and Framer Motion animations.
TECH
Co-op review system with MySQL database featuring 15+ normalized tables, complex many-to-many relationships, and role-based access control. Built Flask REST API with 30+ endpoints for CRUD operations with granular permission management. Designed Streamlit multi-page interface serving dashboards for 5 user personas. Deployed in containerized Docker environment.
TECH
Motion control system for Terasic Spider Robot enabling omnidirectional movement with smooth acceleration curves. Implemented Pulse Width Modulation and Memory-Mapped I/O for real-time servo control. Utilized OOP to modularize motor control via ServoMotor and SpiderLeg classes.
TECH
C filesystem driver using FUSE framework supporting file operations with persistence across mounts. Implemented inode and block management with custom bitmaps and allocation algorithms. Designed modular abstractions for block I/O and directory management, achieving 95% compliance through rigorous testing.
TECH
Educational technology platform gamifying study materials by converting PDF vocabulary notes into interactive crossword puzzles. Built Flask API integrating OpenAI GPT-3.5 for intelligent key phrase extraction from study materials. Engineered crossword generation algorithm with dynamic grid sizing and constraint satisfaction solver achieving optimal word placement.
TECH
Automated hand rehabilitation exoskeleton for post-surgery finger extension therapy. Designed 3D-printed ABS finger joints with Arduino-controlled servo system featuring three difficulty levels for progressive therapy. Implemented modular finger joint system with precision peg-and-hole connections, achieving 95% assembly success rate through systematic CAD iteration.
TECH