---
title: "Ritika Jain - Senior Analyst in Bengaluru | Tal"
description: "Meet Ritika Jain, GenAI Engineer | Python | LLMs | RAG | Agentic AI | LangChain | LangGraph | FastAPI based in Bengaluru. AI stack includes hugging face, langchain, and langgraph."
image: "https://tal.club/meet/ritika-jain-3/share-image"
---

# Ritika Jain on Tal

## Headline

GenAI Engineer \| Python \| LLMs \| RAG \| Agentic AI \| LangChain \| LangGraph \| FastAPI

## About

AI Engineer with 3 years of experience in building and deploying AI/ML solutions, RAG pipelines and Agentic AI workflows\. Hands\-on experience in developing production\-ready AI solution using Python, LangChain, LangGraph, vector databases and cloud technologies, with a focus on building scalable and reliable AI applications\. Experience in integrating LLMs, retrieval pipelines, and agentic workflows into enterprise solutions, along with improving AI system performance, accuracy, and overall efficiency\. I'm currently exploring opportunities in Generative AI Engineering, RAG, Agentic AI, Applied AI, AI/ML Engineering\.

## Location

Bengaluru

## AI stack

hugging face

langchain

langgraph

openai

Guardrails AI

Pinecone

## Work experience

Senior Analyst at Capgemini, Jul 2025 \- Present · 1 yr 4 mos, Hybrid, • Architected and implemented LLM\-powered systems, including RAG pipelines, evaluation frameworks, agentic workflows, and MCP servers for scalable AI orchestration across enterprise applications\. • Built production RAG pipelines utilizing hybrid search, semantic chunking, and re\-ranking, achieving 88% answer accuracy across 2k\+ documents\. • Developed agentic AI workflows using LangGraph and LangChain with tool calling, memory and human\-in\-the\-loop checks, automating IT support ticket resolution and escalation and cutting manual efforts by 40%\. • Built evaluation and observability pipelines for LLM system using LangFuse and RAGAS, enabling continuous monitoring, tracing and quality improvement of production AI applications\.

Analyst/Software Engineer at Capgemini, Dec 2023 \- Jun 2025 · 1 yr 7 mos, Bengaluru, Karnataka, India, • Enhanced SeleniumLibrary with GenAI\-powered self\-healing capabilities, leveraging DOM analysis, confidence scoring, and LLM\-based locator generation for automated locator recovery\. • Implemented a GenAI\-powered locator recovery solution, achieving 85% locator accuracy and contributing to 400\+ hours of annual productivity savings\. • Automated the weekly self\-healing reporting workflow using SQL\-based data aggregation, Power BI dashboards, and a GenAI agent for trend analysis, anomaly detection, insight generation, and automated report distribution\.

## Education

Master of Computer Applications \- MCA, Computer Software Engineering, IPS academy, indore

BCA \- Bachelor of Computer Application, Computer Science, Dr\. Harisingh Gaur Vishwavidyalaya, Sagar

[View the original profile](https://tal.club/meet/ritika-jain-3)

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