Vandana Singh profile photo 1 on Tal

Vandana Singh

AI Engineer | Generative AI | LLMs | RAG | LangChain | Python | AI Agents | Embeddings | Automotive AI

Shahdol

3+ years of work experience

KPIT
Oct 20251 yr 1 moPresent

Bengaluru, Karnataka, India

AI / Generative AI Engineer | KPIT Technologies Worked on Automotive Verification & Validation, test automation, test case development, and defect analysis for automotive software. Developed AI-powered engineering solutions using Python, LLMs, RAG, LangChain, FAISS, and embeddings. Built AI-based testcase and testscript generation workflows from automotive requirements. Designed AI agent workflows for defect analysis, requirement traceability, code analysis, and root-cause investigation. Worked with AUTOSAR, ECU software, requirements, logs, MCP, knowledge graphs, and CLI-based AI workflows. Developed Python-based automation tools to improve engineering workflows and reduce manual effort.
KPIT Technologies Ltd.
Sep 20233 y 1 moPresent

Bengaluru

KPIT
Apr 20241 yr 6 mosSep 2025

Bengaluru, Karnataka, India

EnR Consultancy Services
Aug 20215 mosDec 2021

Sahu Technologies
Jun 20212 mosJul 2021

Lyriclious - Learn with us
May 20212 mosJun 2021

Internship Studio
Nov 20202 mosDec 2020

Vandana’s AI Stack

claude code
claude code
claude
claude
deepseek
deepseek
langchain
langchain
mcp
mcp
ChatGPT
ChatGPT

Education

samrat ashok technological institute

Bachelor of Technology - BTech, Electronics and communication engineering

samrat ashok technological institute

20194 yrs2023

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Headline

AI Engineer | Generative AI | LLMs | RAG | LangChain | Python | AI Agents | Embeddings | Automotive AI

About

I’m an AI Engineer with 2+ years of experience at KPIT Technologies, combining Automotive Verification & Validation with Generative AI and automation. I have hands-on experience in automotive software testing, verification and validation, requirements analysis, test automation, defect analysis, and AUTOSAR-based systems. Alongside this, I have worked on AI-powered engineering solutions using Python, LLMs, RAG, LangChain, FAISS, embeddings, prompt engineering, and AI agents. My experience includes: Automotive Verification & Validation, test case development, test execution, and defect analysis Working with automotive requirements, ECU software, AUTOSAR, logs, and engineering artifacts Building RAG-based applications using LLMs, embeddings, FAISS, and LangChain Developing AI solutions for testcase/testscript generation and engineering automation Designing AI agent workflows for defect analysis, requirement correlation, and root-cause investigation Exploring MCP, CLI workflows, knowledge graphs, and AI-assisted developer tools I enjoy combining my automotive domain knowledge with AI to automate repetitive engineering tasks and build practical solutions for real-world problems. I’m currently looking to grow further as an AI Engineer / Generative AI Engineer, while leveraging my automotive engineering background to build impactful AI-driven applications.

Location

Shahdol

AI stack

claude code

claude

deepseek

langchain

mcp

ChatGPT

Work experience

Software Engineer at KPIT, Oct 2025 - Present · 1 yr 1 mo, Bengaluru, Karnataka, India, AI / Generative AI Engineer | KPIT Technologies Worked on Automotive Verification & Validation, test automation, test case development, and defect analysis for automotive software. Developed AI-powered engineering solutions using Python, LLMs, RAG, LangChain, FAISS, and embeddings. Built AI-based testcase and testscript generation workflows from automotive requirements. Designed AI agent workflows for defect analysis, requirement traceability, code analysis, and root-cause investigation. Worked with AUTOSAR, ECU software, requirements, logs, MCP, knowledge graphs, and CLI-based AI workflows. Developed Python-based automation tools to improve engineering workflows and reduce manual effort.

Software Engineer at KPIT Technologies Ltd., Sep 2023 - Present · 3 y 1 mo, Bengaluru

Associate Software Engineer at KPIT, Apr 2024 - Sep 2025 · 1 yr 6 mos, Bengaluru, Karnataka, India

AI Intern at EnR Consultancy Services, Aug 2021 - Dec 2021 · 5 mos

Web Developer at Sahu Technologies, Jun 2021 - Jul 2021 · 2 mos

Digital Marketing Intern at Lyriclious - Learn with us, May 2021 - Jun 2021 · 2 mos

multi region sales analysis at Internship Studio, Nov 2020 - Dec 2020 · 2 mos

Education

Bachelor of Technology - BTech, Electronics and communication engineering, samrat ashok technological institute