hc.HARSH CHAUDHARY
AI ENGINEER · BUILDER · PROBLEM SOLVER

A curious mind.
A builder’s instinct.

I see a repetitive task and start thinking: can we make this smarter? I experiment with AI agents, build practical automation, and turn real-world problems into systems that help people get more done.

AI engineeringAI-powered backend systemsAgentic AIGenerative AI
Explore my work View résumé
Bengaluru, IndiaCurrently at McLaren Strategic Solutions
CONNECTED THINKINGHC / 01
Source codeDependenciesBusiness rulesSpecificationsEvidence
01 /

Start with the implementation.

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A CONCEPTUAL VIEW OF HOW I THINK ABOUT SYSTEMS
THOUGHTFUL ENGINEERING. PRACTICAL AI.SCROLL TO EXPLORE
3+years

Building AI & software systems

30Mlines of code

Analyzed for enterprise modernization

~60%less manual effort

Through agentic test generation

The experience
behind the numbers
01SELECTED WORK

Built for real problems.
Designed to make a difference.

From understanding legacy systems to
building the tools to move them forward.

6 PROJECTS

The three McLaren case studies cover connected parts of one platform: the graph foundation, specification planning, and documentation. Metrics are approximate, as reported in my résumé. Source code and client details are not publicly shared.

02A LITTLE ABOUT ME

Curiosity is the starting point.
Engineering is how
I follow through.

HarshChaudhary

I’m an AI Engineer who enjoys the work between an ambitious idea and a system people can actually use.

My background is in Python, C++, and applied generative AI. At McLaren Strategic Solutions, I connect legacy code and data into knowledge graphs, then use that foundation to explain how systems work and plan their modernization. Graph algorithms handle structure and dependencies; AI helps interpret the relevant source evidence.

Previously at Tata Elxsi, I built AI-driven testing, document intelligence, and cloud automation solutions. Across these projects, I keep coming back to the same question: how can we make engineering work clearer, more reliable, and more useful?

Understand deeply.Build deliberately.Keep learning.
More about my journey on LinkedIn
03THE TOOLKIT

Different tools.
One engineering mindset.

The capabilities I bring to
a problem, from context to delivery.

Connecting models to tools and source context, with evidence checks and clear handling of incomplete output.

LLMsMCPAgentic AICrewAILangChainPrompt engineeringEvidence-grounded retrievalLLM orchestration
04THE JOURNEY SO FAR

Experience that shapes
the way I build.

Full résumé
Jan 2026 — PresentCURRENT

AI Engineer

McLaren Strategic SolutionsBengaluru, India

Building a shared code-knowledge foundation for evidence-based documentation and specification-driven modernization.

  • Connected application, database, reporting, and ETL artifacts in a Neo4j knowledge graph for cross-layer analysis.
  • Built documentation workflows combining MCP graph tools, targeted source retrieval, and evidence-quality checks.
  • Developed specification generation with deterministic component discovery, cycle-aware dependency scheduling, and source-grounded LLM content.
  • Added provenance, repair gates, and structural acceptance checks to make incomplete output visible before implementation.
  • Collaborating with client-facing teams and mentoring juniors in Python, AI workflows, and system design.
Code intelligenceMCPGraph algorithmsLLM orchestrationModernization
Sep 2023 — Jan 2026

Senior Software Engineer

Tata ElxsiBengaluru, India

Applied generative AI to software engineering and developer productivity.

  • Built agent-based unit testing, RAG document intelligence, and GenAI UML generation.
  • Automated distributed simulation and AI workloads on AWS EC2.
  • Published research on GenAI-based automated testing and delivered internal training.
CrewAIRAGAWSAI-assisted development
05BEYOND THE DAY-TO-DAY
RECOGNITION

Extra Mile Award

For enhancing unit test automation with LLM agents at Tata Elxsi.

01
RECOGNITION

Customer appreciation

For delivering a secure RAG pipeline in the customer’s cloud environment.

02
PUBLICATION · OCT 2024

Accelerating Unit Testing using Generative AI

Published by Tata Elxsi on October 22, 2024, exploring how generative AI can improve unit testing efficiency and accuracy.

03
HACKERRANK CERTIFICATION · MAR 2025

Python programming

Earned the HackerRank Python programming certification in March 2025.

04
KNOWLEDGE SHARING

Internal GenAI training

Delivered internal training on generative AI and its engineering applications.

05

Shri Mata Vaishno Devi University

B.Tech in Electronics & Communication Engineering

2019 — 2023CGPA 8.15
06BEYOND THE CODE

A few things
that keep me curious.

Stories, music, movement, and conversations with curious people keep me exploring.

Travel & storytelling

I capture moments while travelling and turn them into narrated vlogs on my YouTube channel.

Watch my travel stories

Guitar

I love playing guitar and making time for music.

Gym & swimming

I try to stay consistent at the gym and enjoy spending time in the pool.

Tech events & fresh perspectives

I enjoy meeting people at tech events, exchanging perspectives, and learning how others are building with AI. There is always something new to explore.

THE NEXT CHAPTER

Still curious.
Still building.

This portfolio grows with me. New projects, lessons from the work, and the ideas I choose to pursue next.

Reliable AI systemsDeveloper workflowsAI-assisted modernization
07LET’S CONNECT

Good work starts
with a conversation.

Hiring for AI, backend, GenAI, or agentic engineering?
or an interesting idea? I’d love to hear about it.

mr.harsh0606@gmail.com
LinkedIn Résumé
LET’S MAKE IT HAPPEN