Dinesh Karri

About Dinesh Karri

Hey, I’m Dinesh Karri — an AI Engineer based in Bangalore, currently working at TCS…

Experience

1. Systems Engineer

   Tata Consultancy Services

   Jun 2023 — Present · Bengaluru, IN

   Developed a solution for generating test cases in the automotive domain using large language models, yielding a 30% reduction in test generation time and a 25% improvement in accuracy, leveraging Python and LangChain to automate scenario simulation and validation.• Architected a 4-level DFMEA automation pipeline using agent-based workflows and QWEN vision-language models to interpret diagrams and chain reasoning steps, enabling multi-modal analysis through a Flask-based dashboard.• Built a DVP test case generator that extracted functional requirements and sub-descriptions from engineering specifications, utilizing agentic planning to sequentially produce structured test cases via a dynamic UI.• Engineered an internal QA chatbot using LangChain’s Retrieval-Augmented Generation (RAG) agents for PDF-based semantic search, reducing support queries by 40% and improving knowledge accessibility.• Designed a rule-driven Fault Tree Analysis tool that parsed XML and Excel-based requirements to detect logical faults, significantly improving fault localization and minimizing manual tracing time.• Deployed a secure on-premise AI assistant using the Phi-4 model hosted on NVIDIA A100 GPU, integrating a Flask chatbot interface to automate daily information retrieval while ensuring enterprise data privacy.

Education

• SRKR Engineering College

  Bachelor's degree

  2018 — 2023