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Adityakumar DeshmukhAD
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Adityakumar Deshmukh

@adityakumardeshmukh

AI Engineer at Sigmoid Analytics building production RAG and agentic AI platforms for enterprise workflows.

India
Message

At Sigmoid Analytics, I design and deliver production LLM, RAG, and agentic systems, from ingestion through evaluation and monitoring. I’ve built NL-to-SQL interfaces and conversational agents that use hybrid SQL and RAG reasoning to work with structured and unstructured data.

On projects for Barry Callebaut and Philip Morris International, I developed agentic product recommendation workflows and a private LLM inference platform on AWS EKS. I’m also certified as a Microsoft Azure AI Engineer Associate.

Experience

Work history, roles, and key accomplishments

SA
Current

AI Engineer / Associate DataOps Engineer

Sigmoid Analytics

Feb 2024 - Present (2 years 8 months)

Designed and delivered production-grade LLM, RAG, and agentic systems using OpenAI, LangChain, and LangGraph, owning the full lifecycle from ingestion to evaluation and monitoring. Built natural language interfaces and deployed FastAPI-based AI services on Kubernetes with CI/CD.

Education

Degrees, certifications, and relevant coursework

SE

Sinhgad College of Engineering

Bachelor of Engineering, Mechanical Engineering

2019 - 2023

Bachelor of Engineering in Mechanical from Sinhgad College of Engineering, Pune, from 2019 to 2023.

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