---
title: "Ravi Kumar Mishra - Generative AI Engineer in Pune City | Tal"
description: "Meet Ravi Kumar Mishra, Cloud AI Engineer @ TCS | Generative AI | LLM Systems | Agentic AI | Langgraph | Vertex AI based in Pune City. AI stack includes gemini, langchain, and langgraph."
image: "https://tal.club/meet/ravi-kumar-mishra/share-image"
---

# Ravi Kumar Mishra on Tal

## Headline

Cloud AI Engineer @ TCS \| Generative AI \| LLM Systems \| Agentic AI \| Langgraph \| Vertex AI

## About

I’m an Agentic AI Developer with hands\-on experience building and deploying production\-grade AI agents on Google Cloud Platform\. At Tata Consultancy Services, I work with LangGraph, LangChain, and Google ADK, deploying Gemini\-powered agents on GCP \(Vertex AI / Google AI Studio\) to enable autonomous workflows, RAG\-based systems, and enterprise automation\. My work includes FastAPI\-based agent services, tool\-calling, streaming responses, observability, and safety layers, with a strong focus on scalable and reliable GenAI deployments\. I bring an engineering\-first mindset and enjoy translating complex problems into cloud\-ready agentic solutions\.

## Location

Pune City

## AI stack

gemini

langchain

langgraph

openai

## Work experience

Generative AI Engineer at Tata Consultancy Services, Jun 2025 \- Present · 1 yr, Kochi, Kerala, India, Designed and deployed agentic AI systems using LLMs \(GPT\-4, Claude, Gemini\) with reasoning, memory, and tool\-calling capabilities\. • Built multi\-agent architectures using LangChain, AutoGen, and CrewAI, enabling autonomous task decomposition and collaboration\. • Developed RAG pipelines using Pinecone, FAISS, Weaviate, and Chroma for accurate, context\-aware responses\. • Implemented short\-term and long\-term memory systems, prompt engineering, and reasoning strategies \(ReAct, CoT, Tree\-of\-Thoughts\)\. • Integrated AI agents with databases, APIs, and external tools to automate complex enterprise workflows\. • Fine\-tuned and optimized LLMs using LoRA, PEFT, and RLHF, improving model performance and reliability\. • Deployed production\-grade GenAI services using FastAPI, Docker, and Kubernetes with monitoring and guardrails\. • Improved workflow efficiency by 40–60% and reduced latency through caching strategies and inference optimization\. • Collaborated with product and engineering teams to translate business requirements into scalable AI solutions\.

Python Developer at Tata Consultancy Services, Jul 2024 \- May 2025 · 11 mos, Pune District, Maharashtra, India

IoT and DE Engineer Intern at Tata Consultancy Services, Jun 2024 \- Jul 2024 · 2 mos, Pune District, Maharashtra, India

Web Development Intern at PHN Technology Pvt Ltd, Apr 2023 \- Jun 2023 · 3 mos, Pune District, Maharashtra, India, • Worked on multiple interdisciplinary projects projects using HTML,TailwindCSS,javaScript and Reduced the frontend template delivery time by 50%

BSNL summer intern at BSNL LTD, Feb 2023 \- Mar 2023 · 2 mos, Kochi, Kerala, India

Digital Marketing Intern at Naya Sawera NGO, Nov 2020 \- Nov 2020 · 1 mo, Jaipur, Rajasthan, India

## Education

Bachelor of Technology \- BTech, Electronics and Communications Engineering, Cochin University of Science and Technology

higher secondary, biomaths, HSS kallamassery

[View the original profile](https://tal.club/meet/ravi-kumar-mishra)

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