Selected work

• ›Multi-user React/Vite web app with real-time streamed responses, conversation history, admin controls, and responsive UI translated from Figma designs.
• ›Python MCP server and FastAPI backend retrieving literature from PubMed, Europe PMC, Cochrane, OpenAlex, and WHO, with deduplication, ranking, and a 103-criterion GRADE-inspired scoring pipeline.
• ›Clerk/JWT authentication, RBAC, rate limiting, and spend tracking; AWS Bedrock and the Claude Agent SDK, deployed with Docker on Terraform-provisioned AWS.
• ›Used by 10 clinicians; now in a controlled trial comparing residents who use it with a control group.

Private codebase

• ›AI-powered learning platform: students upload course materials, chat with them using RAG with source citations, and generate exams and flashcards.
• ›Next.js 15 frontend with Clerk auth and TanStack Query; FastAPI backend with async SQLAlchemy, PostgreSQL, Celery/Redis jobs, and ChromaDB vector search.
• ›Teacher analytics, cohort management, and multi-tenant RBAC; deployed with Cloud Build to Cloud Run, infrastructure in Terraform.

• ›Turns a niche keyword into a produced YouTube video, end to end on AWS, orchestrated by Step Functions.
• ›Lambda steps for research and multi-pass script generation with Bedrock Claude; ECS Fargate workers for TTS audio, generated b-roll, FFmpeg editing, and short-form cuts.
• ›API Gateway trigger, CloudFront dashboard, S3/EFS storage, and Terraform deployment.