● Architected backend infrastructure managing PostgreSQL schema, cutting document processing time by 50%.
● Built Flask middleware and RESTful API endpoints connecting React frontend.
● Deployed on AWS at 99% uptime via CI/CD pipelines.
● Load tested to 122 req/s with 79 ms avg response time at 0.86% error rate.
● Containerized with Docker + Kubernetes on AWS with horizontal scaling patterns.
● Crawled and indexed 50,000+ web pages with inverted indexing, PageRank, and tf-idf ranking.
● Delivered sub-300 ms query response times with 88% relevance accuracy.
● Built a GPT-4 powered mobile app in 10 weeks with 4-second average AI response time.
● Firestore database, Flask API server, and Expo React Native frontend.
● Real-time tier list builder aggregating 80+ concurrent user submissions into consensus rankings.
● Full-stack with React, Node.js, Express.js, and MySQL, completed in a 2-day sprint.
● Implemented malloc(), free(), and realloc() in C with dynamic block coalescing.
● Low-level systems experience directly applicable to game engine memory management.
● Text-to-image generator trained on 400+ scraped UCI mascot images using Neural Networks.
● Facilitated Instagram scraping via Python to build a JSON dataset for Gradio AI software.
● Improved UCI club lookup with web scraping via Beautiful Soup and a JSON-fed JS frontend.
● Built with a team of 5 for a beginner hackathon.