AI / LLM Engineering Projects
-
Cultural First Principles Eval Prototype
DescripLLM-native hiring and culture evaluation platform using Anthropic Claude with MCP integration.
Built an LLM-as-a-judge eval pipeline using Claude Sonnet 4.6 via @anthropic-ai/sdk, with culture_eval and hiring_eval exposed as MCP tools callable from Claude Desktop
Architected a full-stack Next.js 16 / React 19 / TypeScript application with serverless API routes; deployed to Vercel with automatic GitHub CI/CD
Implemented MCP server using @modelcontextprotocol/sdk — directly parallel to the AI-native tooling Anthropic People Products builds internally
Owned the full stack end-to-end: system design, prompt engineering, structured output parsing, and UI — no external dependencies to unblock progresstion goes here
-
BACB Study Buddy
AI-powered board certification study platform for behavior analysts, with Claude-driven quiz generation and study explanations.
Integrated Claude Sonnet via Emergent LLM for AI-generated quiz questions and detailed study explanations — a second independent production Claude integration
Built a full-stack application using React 19, React Router, Radix UI components, Tailwind CSS, and Axios on the frontend
Developed a Python FastAPI backend with async architecture, JWT authentication, and Passlib/Bcrypt password hashing; MongoDB Atlas with Motor async driver for data storage
Deployed static frontend on Vercel with serverless Python API routes and GitHub-based CI/CD; implemented React Hook Form and Zod for validated form handling
-
GRE Study Buddy
AI-powered GRE prep application with personalized question generation and performance analytics.
Built an AI-powered study app using FastAPI (Python), React 18, Tailwind CSS, JWT auth, and MongoDB; AI-generated question creation and answer evaluation via Claude
Deployed frontend on Vercel and backend on Render with GitHub CI/CD; built all layers independently from database schema through UI
-
EventSphere
Multi-API orchestration platform for intelligent event discovery.
Aggregated Ticketmaster, Last.fm, Open-Meteo, and Wikipedia APIs into a unified event discovery interface with Node.js / Express.js backend and React 18 frontend
Implemented interactive maps via Leaflet.js; deployed as Vercel serverless functions with automatic GitHub CI/CD