Open to opportunities

Omkar Mestry

@omkarmestry

Message

I build enterprise Generative AI, RAG, and multi-agent solutions using Python, LangChain, LangGraph, and AWS.

India

Message

What I'm looking for

I'm looking to build enterprise Generative AI, RAG, and multi-agent solutions, collaborate with clients and architects, deliver proofs of concept, and mentor junior engineers.

I've built enterprise Generative AI applications at The Art Software & Technologies, including Agentic AI and RAG solutions for compliance, contract management, chargeback processing, KYC/AML, and knowledge assistants. I design multi-agent workflows that connect LLMs, vector databases, PostgreSQL, REST APIs, and enterprise data sources.

Previously at Top.legal, I developed LLM-powered legal platform services, advanced RAG pipelines, multi-node agents, and a GraphDB knowledge-retrieval proof of concept. My earlier work spans predictive analytics, machine learning, website sustainability assessment, and business intelligence, and I enjoy mentoring engineers and delivering practical enterprise proofs of concept.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

The Art Software & Technologies

Mar 2025 - Present (1 year 5 months)

Designed and developed enterprise GenerativeAI applications using Python, FastAPI, LangChain, and LangGraph. Built AgenticAI and RAG-based solutions for Compliance, Contract Management, Chargeback Processing, KYC/AML, and enterprise knowledge assistants.

Python fastAPI Lang Chain LangGraph Agentic AI RAG Prompt Engineering Langsmith PostgreSQL Vector Databases

AI Engineer

Top.legal

Jun 2024 - Feb 2025 (8 months)

Developed backend services and integrations for an AI-powered legal platform using LLMs. Built advanced RAG workflows and prompt engineering pipelines using LangChain, LangSmith, and LangChain Hub.

LLM RAG Prompt Engineering Lang Chain Langsmith OpenAI GraphDb

Predictive Analyst

Unistanz Software Pvt. Ltd.

Dec 2022 - May 2024 (1 year 5 months)

Developed Flask-based analytical applications for website sustainability assessment. Automated large-scale website data extraction using Selenium and Python.

Flask Python Selenium Data Extraction Analytics Browser Extension

Business Intelligence Analyst

Yardi Technology

Jul 2021 - Nov 2022 (1 year 4 months)

Developed machine learning models for mining safety and agricultural productivity initiatives. Performed EDA, feature engineering, NLP, preprocessing, and predictive analytics.

Machine Learning EDA Feature Engineering NLP Predictive Analytics scikit learn PyTorch Data Insights

Entrepreneur (SMB)

Omkar Electricals

Oct 2016 - Jun 2021 (4 years 8 months)

Managed business operations including procurement, inventory, budgeting, payroll, and vendor management. Led customer engagement and sales activities while overseeing daily business operations.

Business Operations Procurement Inventory Management Budgeting Payroll Vendor Management Customer Engagement Sales