Open to opportunities

Gaurav Sonawane

@gauravsonawane1

Message

I build production GenAI platforms with RAG, guardrails, MLOps, and AWS.

India

Message

What I'm looking for

I'm looking to build production AI systems where I can apply RAG, LLM fine-tuning, guardrails, MLOps, and AWS deployment to solve high-impact business problems.

At Esyasoft Technologies, I build and deploy production GenAI systems, including a 15+ container AWS AI platform, a 22-guard safety pipeline, and a conversational NL2SQL service over 117M+ daily consumption records.

I've also built graph-powered regulatory compliance agents that reduced ROM turnaround from 5–10 days to one hour, along with RAG, fine-tuning, forecasting, and observability platforms using Python, LangGraph, FastAPI, Docker, Qdrant, Neo4j, Prometheus, and Grafana. As an IIT Bombay M.Tech graduate, I bring applied AI/ML engineering experience across energy, regulatory, and data-platform use cases.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Engineer

Current

Esyasoft Technologies

Jan 2025 - Present (1 year 7 months)

Contributed to deploying a 15+ container microservices AI platform on AWS EC2 GPU instances with Docker Compose, Keycloak SSO, inter-service health monitoring, and NVIDIA CUDA passthrough for vLLM inference serving. Built a fault-tolerant 22-guard AI safety pipeline covering input/output filtering: jailbreak detection, PII masking, hallucination blocking, schema leak prevention, and SQL injection