Laxmi Ray

I’m a Graduate Engineer Trainee at HCLTech working on an OTP Corporation project in Nagpur, where I owned frontend bug resolution across sprints and helped clear 30% of the open issue backlog (15+ bugs resolved). I delivered React component refactors to improve reusability and reduce code duplication, and I collaborate through the full Agile cycle using Jira and Git.

I also build production-focused AI and full-stack systems: AskDocs is a RAG-based document Q&A pipeline exposed as a FastAPI REST service with hybrid retrieval (BM25 + ChromaDB, ONNX embeddings, ReciprocalRankFusion) and conversational memory. In parallel, I developed CodeLens (hierarchical RAG for codebase architecture docs) and ThinkFlow, a voice-to-task assistant using SarvamAI speech-to-text, Cerebras LLM, secure JWT auth via Supabase, and deployment on Render with responsive Tailwind UI.