Looking for a job

Sai Kiran Mundra

@saikiranmundra

Message

I build enterprise GenAI, RAG, and machine learning platforms from data to production.

United States

Message

What I'm looking for

I'm looking to build practical GenAI, RAG, NLP, and machine learning products that turn enterprise data into reliable, production-ready workflows. I value roles where I can partner with product and business teams to solve defined operational problems.

At Ericsson, I engineer an enterprise AI knowledge assistant and multi-agent automation platform using Azure OpenAI GPT-4, LangChain, LangGraph, Python, and RAG. I turn disconnected documents into searchable knowledge and improve grounded retrieval with vector search, reranking, evaluation, and production-grade APIs.

Previously at Cipla and Deutsche Bank, I built predictive forecasting, recommendation, compliance search, and document-intelligence solutions. I bring machine learning, NLP, data engineering, and MLOps together to turn enterprise data into practical workflows for business teams.

Experience

Work history, roles, and key accomplishments

Current

Gen AI Engineer

Current

Ericsson

Mar 2025 - Present (1 year 6 months)

Owned the engineering of an enterprise Generative AI knowledge assistant using Azure OpenAI GPT-4, Python, LangChain, and LangGraph. Designed RAG architecture with FAISS, ChromaDB, OpenSearch, pgvector, and Neo4j, and introduced multi-agent workflows for complex requests.