Kunal Kadav

01. About Me

I am an AI & Cloud Engineer at Tata Consultancy Services with 2 years 3 months of experience. I design and build multi-agent GenAI systems using Azure AI Foundry, implement RAG pipelines with Azure AI Search, and manage production AWS infrastructure across enterprise environments.

I built an AI Code Assist Agent using Azure AI Foundry — a Supervisor Agent orchestrating specialized agents for code explanation, generation, testing, and impact analysis. I also won the TCS AI Challenge for a GenAI automation on AWS Bedrock that saved 8 hours of manual work per week. Promoted to System Engineer within one year.

02. Technical Arsenal

Azure AI

Azure AI Foundry Azure OpenAI Azure ML Azure AI Search Azure DevOps Cognitive Services

GenAI & LLMs

Multi-Agent Orchestration RAG Prompt Engineering AWS Bedrock Claude Models LLM API Integration

AWS Cloud

EC2 & S3 Lambda RDS & VPC IAM CloudWatch & SNS CloudFormation

DevOps & CI/CD

Jenkins CodePipeline Docker Git IaC

Programming

Python SQL REST APIs JSON Shell Script Java

Systems

Linux RHEL/Ubuntu Spring Boot MySQL JIRA Agile/Scrum

03. Experience

System Engineer – AI & Cloud

Tata Consultancy Services (TCS)

May 2025 – Present · Pune

Designed and built a multi-agent GenAI solution using Azure AI Foundry to automate code understanding, generation, testing, and impact analysis — saved 5–6 hrs/week of developer code review time
Architected a Supervisor Agent orchestration layer for intent detection, prompt routing, and response consolidation across specialized agents
Implemented RAG via Azure AI Search integrating enterprise sources (TRS docs, repositories, files) for real-time contextual code retrieval
Engineered impact analysis to identify file dependencies and downstream effects using enterprise dependency data
Manage 15+ EC2 instances across dev and prod for 15 developers; resolve ~40 incidents/month with avg resolution under 2 hours
Followed Responsible AI principles and optimized prompt frameworks to reduce hallucinations

Assistant System Engineer

Tata Consultancy Services (TCS)

May 2024 – Apr 2025 · Pune

Built GenAI validation tool on AWS Bedrock (Claude) saving 8 hrs/week — won TCS AI Challenge
Set up Jenkins and CodePipeline CI/CD for Spring Boot apps; cut deployment time from 2 hours to 15 minutes
Automated 10+ recurring tasks using Python and Shell scripts, saving ~6 hrs of manual effort/week
Administered Linux (RHEL/Ubuntu) servers; configured IAM roles and security groups per least-privilege principles

04. Featured Projects

TCS GenAI Initiative

AI Code Assist Agent

Azure AI Foundry

Multi-agent GenAI system with Supervisor Agent orchestration, specialized agents for code lifecycle automation, and RAG via Azure AI Search. Reduced developer code review time by 5–6 hrs/week.

Azure AI Foundry RAG Multi-Agent Azure DevOps

TCS AI Challenge Winner

GenAI Validation Automation

AWS Bedrock

Automated validation workflow using AWS Bedrock (Claude), Lambda, Python, and S3. Replaced a fully manual process, saving 8 hrs/week and reducing review time by 25%.

AWS Bedrock Claude Lambda Python

05. Certifications

Claude Certified Developer

Foundations · Anthropic

Foundational developer skills for building applications with the Claude API.

Claude Certified Associate

Foundations · Anthropic

Foundational proficiency working with Claude models and the Anthropic ecosystem.

Solutions Architect

Associate · AWS

Designing distributed systems and scalable architectures on AWS.

Certified Developer

Associate · AWS

Developing and maintaining AWS-based applications and services.

AI Practitioner

Foundational · AWS

AI/ML concepts and Generative AI implementation on AWS.

Cloud Practitioner

Foundational · AWS

Broad understanding of the AWS Cloud platform and services.

GenAI Leader

Google Cloud

Leadership-level understanding of Generative AI concepts on Google Cloud.

Cloud Essentials

IBM

Core concepts of Cloud Computing and IBM Cloud services.

06. Honors & Awards

AI Challenge Winner

Won for building a GenAI validation automation on AWS Bedrock that saved 8 hours of manual work per week.

Engineer Excellence Expo 2026

Runner Up at Engineer Excellence Expo Pune 2026 for the Azure AI Foundry Code Assist Agent.

TCS Innovation

Recognized for driving creative and impactful innovation within the organization.

TCS Performance Excellence

Awarded for consistently delivering outstanding results and high-quality work.

TCS Team Award

Honored for exceptional collaboration and contribution to team success.

Excellent Learner

Recognized for rapid skill acquisition and continuous learning excellence.

07. Life & Hobbies

Photography

Beyond the Code

Cycling

Weekend explorer & fitness enthusiast.

Reading

Tech blogs, sci-fi, and self-improvement.

Basketball

Team player on and off the court.

Content Creation

Sharing knowledge & visual storytelling.