Dhruvateja Amancha

I’m a Full Stack AI Engineer building production-grade, AI-powered enterprise applications, with 1+ year of full-time remote internship experience. I shipped Agent Mart Studio, a Microsoft Fabric native workload live on Azure Marketplace, and in my current role at Lucid Data+AI Hub I owned end-to-end development of an 11-module enterprise data platform serving Fortune 500 clients—leading the React.js + Vite frontend and building all FastAPI backend services and REST APIs from scratch.

I bring hands-on strength in Python, FastAPI, and LLM integration, including RAG pipelines, Azure OpenAI, and CosmosDB vector search. I’ve built a real-time AI chatbot end-to-end with WebSocket and implemented LLM-powered PySpark/PySQL ETL code generation, schema-to-entity mapping, and business recommendations—always translating stakeholder requirements into sprint-level specifications while leading client-facing demos and technical documentation. In projects like MediScan and AskMyDocs, I focus on practical intelligence (Meta Llama via Groq) and secure retrieval with RBAC, hybrid search (BM25), and cross-encoder reranking.