At Regex Software Services, I engineered Threadline, an event-driven order orchestration engine using FastAPI and Redis Streams, with idempotent processing and automatic retries. I integrated Gemini-based LLM routing to turn free-text orders into structured outputs, and built MCP and RAG components with LangChain.
I also built AI projects including a real-time voice receptionist and DocuMind, a RAG document assistant with hybrid retrieval and source citations. For a brain MRI classifier, I trained a TensorFlow CNN with VGG16 transfer learning and served predictions through a Dockerized Flask API deployed on AWS.
