---
title: "Anil Sarnobat - Software Developer | GenAI & Backend in Pune/Pimpri-Chinchwad Area | Tal"
description: "Meet Anil Sarnobat, Data Scientist | GenAI Engineer | Building RAG Pipelines, LLM Evaluation & AI Agents with Python · OpenAI · FAISS · FastAPI | Open to Remote & Contract based in Pune/Pimpri-Chinchwad Area."
image: "https://tal.club/meet/anil-8/share-image"
---

# Anil Sarnobat on Tal

## Headline

Data Scientist \| GenAI Engineer \| Building RAG Pipelines, LLM Evaluation & AI Agents with Python · OpenAI · FAISS · FastAPI \| Open to Remote & Contract

## About

I build production\-grade GenAI systems — RAG pipelines, LLM evaluation frameworks, and AI\-powered automation tools — using Python, FastAPI, and the OpenAI API\. Over the past 3 years, I've architected end\-to\-end AI systems that deliver measurable outcomes: a 40% improvement in contextual answer accuracy using FAISS\-based vector retrieval, a 35% reduction in LLM hallucinations through systematic prompt tuning, and 85%\+ model accuracy on classification pipelines deployed via REST APIs\. I specialize in: → RAG architecture \(ingestion → embedding → retrieval → generation\) → LLM evaluation: accuracy, relevance, hallucination detection → Prompt engineering: zero\-shot, few\-shot, chain\-of\-thought → Task trajectory design and multi\-step AI workflow automation → Production API development with Python / FastAPI / C\# Currently working as a developer and I've shipped 10\+ production APIs and maintained large\-scale backend data pipelines\. My GenAI projects run in parallel — I treat every one as a production system, not a side experiment\. Open to: GenAI Engineer · LLM Evaluator/Annotator · AI Engineer · ML Engineer — Remote / Contract / Full\-time globally\. 📩 sarnobatanil090635@gmail\.com

## Location

Pune/Pimpri\-Chinchwad Area

## Work experience

Software Developer \| GenAI & Backend at Confidential, Sep 2023 \- Present · 2 yrs 10 mos, Remote, • Designed and shipped 10\+ production REST APIs in C\# and Python \(FastAPI\), reducing average system response time by 30% through async processing and optimized middleware architecture\. • Refactored 15\+ complex SQL queries and restructured database schemas, cutting average query execution time by 25% and improving data pipeline throughput for large\-scale structured datasets\. • Designed and maintained backend data pipelines handling large volumes of structured enterprise data, collaborating within an Agile team to deliver scalable applications on schedule\. • Initiated and built a RAG\-based AI chatbot using Python, OpenAI API, and FAISS vector search — expanding it into a standalone production\-grade system with FastAPI endpoints \(see Projects section\)\.

## Education

Master's degree, Master of computer applications, Savitribai Phule Pune University

Master of Computer Applications, Software Development and ML Fundamentals, Pimpri Chinchwad Education Trust'S\. Pimpri Chinchwad College Of Engineering

[View the original profile](https://tal.club/meet/anil-8)

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