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Krishna KumarKK
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Krishna Kumar

@krishnakumar17

Generative AI and backend engineer building agentic RAG systems and production microservices.

India
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What I'm looking for

I’m looking for a team where I can build production-grade Generative AI and agentic RAG systems, integrate them with reliable backend microservices, and improve delivery through CI/CD, testing, and Agile execution.

I’m a Software Engineer with 2 years of experience delivering production-grade Generative AI and Agentic AI solutions, plus backend microservices development. At KPIT Technologies, I design and develop Generative AI applications using LangGraph and LangChain, including RAG pipelines with a local knowledge base for intelligent retrieval.

I also focus on LLM inferencing pipelines using vision-capable LLMs (Anthropic Claude, OpenAI) for document ingestion and agentic workflow orchestration. A highlight for me is delivering a production-grade Python automation tool for General Motors with REST API integrations and a microservice-style modular architecture.

For that work, I helped reduce manual effort by up to 90%, and the solution is live in production. I’ve also taken ownership of CI/CD and automated testing—spearheading Jenkins integration and validating stability across releases using regression testing with Trace32 and automated testing frameworks.

Before joining KPIT full-time, I completed an internship focused on DSA, Python, and C (including A+ performance in modules and a 9-hour Code Marathon). I also built ETL pipelines with Azure Data Factory and created Power BI dashboards at Celebal Technologies, and I continue to expand my craft through projects like a Telegram-based Meal Tracking Agent and an OpenCV-powered AI Air Drawing.

Experience

Work history, roles, and key accomplishments

KPIT Technologies logoKT
Current

Associate Software Engineer

KPIT Technologies

Aug 2024 - Present (2 years)

Designed and developed generative AI applications using LangGraph and LangChain, including RAG pipelines and LLM inferencing for document ingestion and agentic workflow orchestration. Built production-grade Python automation with REST API integrations and supported CI/CD automation via Jenkins and regression testing.

Education

Degrees, certifications, and relevant coursework

Kalinga Institute of Industrial Technology logoKT

Kalinga Institute of Industrial Technology

Bachelor of Technology, Electronics and Computer Science Engineering

2020 - 2024

Grade: CGPA: 8.7

Earned a Bachelor of Technology in Electronics and Computer Science Engineering from KIIT between 2020 and 2024, achieving a CGPA of 8.7.

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