projects[6]
bigger[3]
Medical Coding AI
A comprehensive benchmarking platform for CPT, ICD-10, and HCPCS coding questions.
identifies the most reliable models for healthcare applications. evaluates multiple AI models on medical coding expertise through iterative consensus-building. benchmarks 12+ LLMs using dual-level parallelization: asyncio for concurrent question processing + ThreadPoolExecutor for simultaneous model testing. built w/ requests for API calls, PyPDF2 for PDF parsing, and structured outputs

Handkerchief
A twitter-clone framework built on React.js and Java!
full-stack social media platform implementing complete twitter functionality w/ microservices architecture. features JWT authentication, tweet operations (add/like/retweet/reply/quote/schedule), list management, customizable notifications, multimedia support via AWS S3, youtube API integration, user interactions (follow/block/mute), dark mode, and profile customization. built w/ React/TypeScript frontend + Java Spring Boot microservices, PostgreSQL, Docker containers, RabbitMQ messaging, Zipkin tracing, and AWS S3 storage. includes eureka service discovery + API gateway for scalable deployment

HRRR Weather Data Ingestion Tool
Command-line tool for ingesting and storing HRRR weather forecast data from NOAA.
downloads HRRR forecast data from AWS S3, processes GRIB2 files to extract specific variables, and finds nearest grid points for given coordinates. supports 11 weather variables including temperature, humidity, wind components at different heights, and solar flux. stores data in local DuckDB database w/ idempotent operations that skip existing data. built w/ xarray, cfgrib, click CLI framework, and boto3 for S3 access. configurable for specific dates, variables, and forecast hours (up to 48)

smaller[3]
Twagent
Twitter automation using AI agents to monitor accounts, analyze trends, and engage in Twitter spaces.
leverages browser_use and elevenlabs to bypass expensive Twitter API. monitors Twitter lists for new tweets, analyzes trends, scores tweets, generates AI-powered replies, and speaks in Twitter spaces. designed for pseudosatirical social causes and provocative arguments. uses selenium/puppeteer browser automation instead of V2 API, stores data in JSON files, and includes modules for tweet fetching, post management, following/blocking, and list creation. authentication via extracted browser cookies

Perplaxity
A modern AI-powered search interface that answers your questions (perplexity clone).
mimics the Perplexity AI search experience w/ intelligent answers, source citations, and related questions. features AI-powered search using OpenAI API, toggle interface for sources/answers, 5 AI-generated related questions, follow-up conversations, and multiple search modes (Search/Research/Labs). built w/ Next.js 15.3.4, React 19, TypeScript, Tailwind CSS v4, shadcn/ui components, and SerpAPI for web results. includes grainy gradients, smooth animations, dark mode support, and responsive design
llm.txt creator
Intelligent web application that generates llms.txt files for websites and automatically monitors them for changes.
follows the llms.txt specification to create AI-friendly documentation files that help LLMs better understand website content. features intelligent crawling w/ async aiohttp, AI-enhanced content via OpenAI GPT-4, smart categorization, dual file generation (curated + comprehensive), automated monitoring w/ change detection, flexible scheduling (hourly to weekly), and detailed change analytics. built w/ Next.js 15 frontend, Vercel Functions + FastAPI backend, BeautifulSoup4 parsing, and Vercel Cron Jobs for automation. includes fingerprinting for structure changes and configurable thresholds