Sanju Preetham Simhachalam
I am an AI Engineer specializing in Generative AI, Retrieval-Augmented Generation (RAG), and LLM-powered systems.
About
I am an AI Engineer specializing in Generative AI, Retrieval-Augmented Generation (RAG), and LLM-powered systems. I build and deploy scalable AI applications using LangChain, LangGraph, and cloud platforms like AWS and GCP. I am an IEEE-published researcher with a track record of productionizing AI systems.
My work focuses on designing and deploying end-to-end AI solutions, including multi-step agents, embedding pipelines, and semantic search. I ship production-ready applications (FastAPI + React) and manage containerized deployments on AWS and GCP with Terraform, turning research ideas into robust, scalable systems and collaborating across teams to deliver impact.
- Joined March 2025
Skills· 18
Languages
- EnglishFluent
- HindiAdvanced
Industry experience
- Software & Internet
- Computers & Electronics
- Retail
- Travel & Hospitality
- Media & Entertainment
- Professional Services
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Work experience
Built production-ready Generative AI applications using LangChain and LangGraph, implementing Retrieval-Augmented Generation (RAG) pipelines for document intelligence and semantic search. Developed multi-step AI agents capable of tool usage, API interaction, and autonomous workflow orchestration. Designed scalable embedding pipelines with semantic chunking, metadata filtering, and vector search using FAISS and Chroma. Built and deployed full-stack AI applications using FastAPI and React, deploying containerized services on GCP (Cloud Run, Gen2 Functions) and AWS (Lambda, API Gateway) with Terraform-based infrastructure automation.
Education
Certifications and awards
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