Headline

GenAI Engineer | AI Agents & RAG Systems | LangChain | LLM Apps | Vector DBs | Ex-Amazon | Verint | R&D Engineering

About

I build real-world GenAI applications that solve business problems using LLMs, Retrieval-Augmented Generation (RAG), and AI Agents. With a background as an R&D Engineer (Ex-Amazon, Verint), I focus on designing and developing production-oriented AI systems that are accurate, scalable, and practical. My current work revolves around: • Building RAG pipelines with vector databases to enable precise, context-aware knowledge retrieval • Developing AI Agents capable of multi-step reasoning, tool usage, and task automation • Creating LLM-powered applications such as chatbots, assistants, and workflow automation systems • Improving response quality through prompt engineering, chunking strategies, and retrieval optimization Currently, I am working on: • A RAG-based system that enhances response accuracy by grounding outputs in relevant contextual data • AI Agents that autonomously perform tasks, integrate external tools/APIs, and handle multi-step workflows with memory Tech stack: Python, LangChain, OpenAI API, Vector Databases (FAISS/Pinecone), FastAPI, Docker I am particularly interested in building GenAI systems that move beyond demos into reliable, production-ready applications. Open to GenAI / AI Engineering roles and collaborations where I can build impactful AI systems.

Location

Bengaluru

AI stack

antigravity

claude code

cursor

deepseek

ollama

hermesagent

Work experience

Senior lead - Data and AI at Tiger Analytics, Jul 2026 - Present · 1 mo, Bangalore

SDE at Verint, Apr 2022 - Present · 4 yrs 5 mos, Bengaluru, Karnataka, India

Machine learning data associate at Amazon, Oct 2020 - Apr 2022 · 1 yr 7 mos, Hyderabad, Telangana, India

Education

Computer Science Engineer, Web Designing and coding, NSHM Knowledge Campus Durgapur Group of Institutions 273