Krishna Kumar

Software Engineer

Bengaluru, India 2+ yrs exp 86 · Excellent

About

Software Engineer with 2+ years of experience building LLM-based agents, RAG pipelines, and production-grade AI applications in the automotive domain at KPIT Technologies. Proficient in Python, LangGraph, LangChain, and Prompt Engineering, with a strong foundation in system design, data structures, and software development.

Skills & Expertise (30)

LangChain Advanced

8.0/10

Years Exp

LangGraph Advanced

8.0/10

Years Exp

OpenAI API Advanced

8.0/10

Years Exp

RAG Advanced

8.0/10

Years Exp

ChromaDB Advanced

8.0/10

Years Exp

agentic AI Advanced

8.0/10

Years Exp

Prompt Engineering Advanced

8.0/10

Years Exp

FastAPI Advanced

8.0/10

Years Exp

Streamlit Advanced

8.0/10

Years Exp

Python Intermediate

7.5/10

Years Exp

AWS Intermediate

7.0/10

Years Exp

GitHub Intermediate

7.0/10

Years Exp

Azure Data Factory Intermediate

7.0/10

Years Exp

Power BI Intermediate

7.0/10

Years Exp

Jira Intermediate

7.0/10

Years Exp

Data Structures & Algorithms Intermediate

7.0/10

Years Exp

OOP Intermediate

7.0/10

Years Exp

Software Engineering Intermediate

7.0/10

Years Exp

Docker Intermediate

7.0/10

Years Exp

Jenkins Intermediate

7.0/10

Years Exp

Git Intermediate

7.0/10

Years Exp

Pydantic Intermediate

7.0/10

Years Exp

SQLAlchemy Intermediate

7.0/10

Years Exp

SQL Intermediate

7.0/10

Years Exp

System Design Intermediate

6.0/10

Years Exp

Machine Learning Intermediate

6.0/10

Years Exp

Deep Learning Intermediate

6.0/10

Years Exp

Computer Networks Intermediate

6.0/10

Years Exp

C++ Intermediate

6.0/10

Years Exp

Trace32 Intermediate

5.0/10

Years Exp

Work Experience

Associate Software Engineer

KPIT Technologies

Aug 2024 - Present

Designed and built an AI diagnostics agent using LangGraph, LangChain, and Glean with a FastAPI backend and Streamlit frontend; implemented a RAG pipeline with ChromaDB for semantic search over datasheets, and a stateful multi-step agent with conditional branching that skips LLM calls via pattern matching against defect history, reducing debug time from 30+ min to under 30 seconds and cutting API costs by 60%. Architected a production-grade automation tool for General Motors, reducing manual effort by 90%; integrated Jenkins CI/CD pipelines with regression testing frameworks to validate software stability across releases. Authored and delivered software features for UART, CAN, DSI, and Multi-CPU modules with full ownership across requirement analysis, test plan generation, code implementation, script development, and unit testing. Followed Agile/Scrum with sprint tracking in JIRA and modular OOP-based design.

Software Engineer Intern

KPIT Technologies

Dec 2023 - Jul 2024

Completed intensive training in DSA, Python, and C, achieving A+ grade in all modules; secured A+ grade in a 9-hour Code Marathon, demonstrating strong problem-solving under pressure.

Data Engineer Intern

Celebal Technologies

May 2023 - Jul 2023

Built ETL pipelines using Azure Data Factory to transform data; created two Power BI dashboards with Microsoft SQL Server, enabling data-driven business insights.