
Raviteja
Full-Stack AI Engineer | React · FastAPI · LangChain · LLM Agents · RAG
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About
Full-Stack AI Engineer with 3+ years building and shipping production AI products end-to-end across frontend, backend, and AI layers. Core contributor at Lucid Data+AI Hub, where I own clean React/TypeScript UIs, tested FastAPI services, and LLM-powered agentic systems that real enterprise users depend on. Shipped two flagship products — including Agent Mart Studio, live on Azure Marketplace and co-authored on the official Microsoft Fabric Blog with Microsoft.
Strong in LangChain, RAG, prompt engineering, agent orchestration, and system design, with daily hands-on use of Claude Code, Cursor, and Copilot.
Experience
Full-Stack AI Engineer at Lucid Data+AI Hub (2024-06 – Present)
- Built full-stack features end-to-end across React frontend, FastAPI backend, data, and AI layers for two production enterprise products — owning architecture and system-design calls on API structure, scale, and cost trade-offs.
- Designed and shipped agentic AI systems using LangChain and modern orchestration patterns — Agent Mart Studio lets business users build and deploy multi-action AI agents (email, Teams, Power BI, external APIs) on enterprise data with no code. Published on Azure Marketplace and co-authored on the official Microsoft Fabric Blog with Microsoft.
- Built a production LLM chatbot with a real-time WebSocket backend, CosmosDB vector store, and Azure OpenAI embeddings (RAG) — letting non-technical users query enterprise datasets in plain English, cutting SQL authoring time by an estimated 70%.
- Owned 100% of the React + Vite/TypeScript frontend (11 platform modules) and all FastAPI backend services for the Data Lake Accelerator, deployed to Fortune 500 clients including Heritage Groceries and Advanced Energies.
- Delivered LLM features with prompt engineering: NL-to-SQL engine, schema-to-entity mapping, automated PySpark/SQL ETL code generation, and AI-generated business use-case recommendations.
- Designed CI/CD pipelines with structured logging and observability across distributed microservices on Azure; reviewed code, mentored junior teammates, and led technical demos for Fortune 500 onboarding.
Software Engineer Intern → Full-Time at Lucid Data+AI Hub (2023-03 – 2024-05)
Internship converted to full-time after 15 months based on direct product contributions to the Data Lake Accelerator.
- Shipped React frontend components across platform modules; refactored class components to modern hooks/functional patterns, improving maintainability.
- Built SQL queries and ETL transformations for CSV/Excel ingestion — schema validation, data cleaning, and loading into the production store.
- Contributed to code reviews, sprint planning, and debugging; translated UI mockups into responsive, production-ready interfaces.
Education
B.Tech in Electrical & Electronics Engineering – Kakatiya University (2024-05)
Diploma in Electrical & Electronics Engineering – VMR Polytechnic (2021-05)
