Sonu Kumar
Generative AI & AI/ML Engineer | Building LLM Agents, RAG Pipelines & NLP Systems | LangChain | LangGraph | OpenAI | AWS Bedrock | SageMaker | Computer Vision (YOLOv8) | OCR | Java Spring Boot | Available from April 2026
- Role
- Software Engineer at Monocept
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Sonu Kumar
AI/ML Engineer | Generative AI | LLM Agents | RAG Pipelines | AWS BedrockI am an AI Engineer with 2+ years of experience building intelligent, production-grade AI systems that solve real business problems. My core expertise lies in Generative AI, LLM-based agents, and RAG pipelines — designing systems that make machines understand, retrieve, and respond like humans.What I Build:LLM Agents & Chatbots using LangChain, LangGraph, and OpenAIRAG Pipelines with vector databases like Pinecone, ChromaDB, and FAISSComputer Vision pipelines using YOLOv8 and OCR for document intelligenceServerless AI workflows on AWS (Bedrock, SageMaker, Lambda, Step Functions)Backend microservices with Java Spring Boot, FastAPI and Python FlaskIndustries I Have Worked In:Insurance (Axis Max Life Insurance, Care Health Insurance, Aditya Birla Health Insurance)Enterprise Consulting (Monocept)My Recent Work Includes:InsureBot — RAG-based insurance document assistantAskDB— NLP to SQL agent for automated data retrievalDataCloak— YOLOv8 + OCR pipeline for Aadhaar redactionOracle to PostgreSQL migration with zero downtimeTech Stack:Python | Java | LangChain | LangGraph | OpenAI | AWS Bedrock | SageMaker | Lambda | Step Functions | YOLOv8 | OCR | Spring Boot | Pinecone | ChromaDB | FAISS | PySpark | Polars | Docker | JenkinsCurrently serving notice period | Available from April 2026Open to AI Engineer, ML Engineer, and Generative AI rolesFeel free to connect or reach out at s••••••••@gmail.com
Experience
Software Engineer
Apr 2024 — Present · Gurugram, IN
Education
Masai
Full Stack Development, Java Backend Developer
Dream Institute Of Technology
Bachelor's degree, Electrical, Electronics and Communications Engineering
Holy Mary Institute of Technology and Science
Diploma of Education, Electrical and Electronics Engineering
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.