---
title: "Rahul Roy - Forward Deployed AI Engineer in Mumbai | Tal"
description: "Meet Rahul Roy, Forward Deployed AI Engineer | Building & Deploying AI Systems for Enterprise | LLMs • Agents • RAG • AWS based in Mumbai. AI stack includes claude code, cursor, and gemini."
image: "https://tal.club/meet/rahul-roy-1/share-image"
---

# Rahul Roy on Tal

## Headline

Forward Deployed AI Engineer \| Building & Deploying AI Systems for Enterprise \| LLMs • Agents • RAG • AWS

## About

\- Forward Deployed AI Engineer building and deploying production AI systems for BFSI regulators and regulated entities\. \- Work across LLMs, AI agents, RAG, on\-prem AI, LLM inference, and backend systems, taking AI from experimentation to production\. \- Focused on solving real\-world constraints around compute, latency, data, security, and deployment\. \- Previously at Banyan Intelligence, built on\-prem AI agents for telecom enterprises and optimized local LLMs for use cases including Text\-to\-SQL\. \- Interested in building reliable, scalable AI systems that solve real business problems\.

## Location

Mumbai

## AI stack

claude code

cursor

gemini

hugging face

minimax

opencode

## Work experience

Forward Deployed AI Engineer at OnFinance AI, May 2026 \- Present · 5 mos, Mumbai, Maharashtra, India, \- Deployed AI solutions across 5\+ enterprise customers, supporting 100\+ users and production BFSI workflows\. \- Designed production\-grade RAG pipelines for complex financial regulations, processing 70K\+ regulatory documents with versioned embeddings and citation\-grounded responses\. \- Built and shipped AI\-powered features generating $100K\+ in customer/revenue impact, taking solutions from prototype to production\. \- Developed end\-to\-end AI systems spanning LLM pipelines, backend services, databases, cloud infrastructure, and enterprise deployments\. \- Engineered LangGraph \+ Bifrost agentic workflows processing 1B\+ tokens/month across compliance and financial AI products\.

Software Engineer at Banyan Intelligence, Jul 2025 \- Apr 2026 · 10 mos, Bengaluru, Karnataka, India, \- Built on\-prem AI agents for Indian Telecom Giants, answering queries on Network Parameters like Mobility, Retainability, throughout,etc\. \- Used and optimised multiple local LLMs for task specific use cases \- text2sql generation \- Optimised the speed and accuracy of the AI agent in space and compute constraints \- Experimented with different LLM inference servers like ollama, llamacpp, vLLM\.

Firmware Intern at Crestron Electronics, Jan 2025 \- Jun 2025 · 6 mos, Bengaluru, Karnataka, India, \- Built an authentication layer for the control system devices\. \- Ported the old lighttpd\(1\.4\.2\) authentication to the new lighttpd\(1\.4\.7\)

SWE Intern at Banyan Intelligence, Dec 2024 \- Jun 2025 · 7 mos, Bengaluru, Karnataka, India, Built an MVP for an AI powered interview agent that chats with users over WhatsApp, email or web capturing feedback that feels like human\.

Project Engineering Intern at System Consultant Information India, Jul 2023 \- Nov 2023 · 5 mos, Remote, Front\-end and Blockchain developer\.

Operations Intern at BuidlersTribe, Nov 2022 \- Dec 2022 · 2 mos, Bengaluru, Karnataka, India

## Education

Bachelor of Technology \- BTech, Electrical, Electronics and Communications Engineering, RV College of Engineering

FIITJEE

[View the original profile](https://tal.club/meet/rahul-roy-1)

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