Omkar Shirke
GenAI, AgenticAI, LLMs, and RAG Development | Proficient in Python, SQL, PySpark, LangChain | Azure Cloud, Databricks | Microsoft Certified (AI-900, AI-102, DP-100)
- Role
- Consultant 1 at EXL
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
About Omkar Shirke
I build Generative AI & ML solutions that are fast, scalable, and enterprise-ready to…
Experience
Consultant 1
Sep 2025 — Present · Bengaluru, IN
MIDAS (End-to-End ML Lifecycle with AI Agents)- Designed and implemented an end-to-end ML lifecycle system leveraging AI agents to automate data ingestion, preprocessing, model training, deployment, and monitoring- Built and orchestrated AI agents using LangGraph for workflow management and LangChain for multi-step reasoning, retrieval, and tool integration. Integrated LangSmith for observability, tracing, and debugging of agent workflows- Leveraged Azure Storage Containers for scalable and efficient data management, Implemented vector search using Azure AI Search (Vector DB) to enable RAG-based document retrieval and semantic search- Deployed LLMs on Azure AI Foundry with seamless integration into the application stack- Developed REST APIs using FastAPI, ensuring scalability, modularity, and integration with front-end systems- Built the front-end in TypeScript, delivering a clean and interactive user experience.
Education
University of Mumbai
Bachelor of Engineering - BE
2018 — 2022
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