Sathish Kumar Nagaraj

Insightful professional with a decade of experience in the Automotive Industry, specializing in Automation, Classical ML/DL/AI and GenAI. Solid foundation in Mathematics and Statistics.

Deep understanding on how transformers are built, trained, and inferenced.

Creativity in conceiving architectures, determination in tackling implementation challenges, positions me to significantly contribute to advancements of any Business using AI.

Educational Background

Pursuing BS in Data Science and Applications in IIT Madras. Acquired IITM Diploma in Data Science with 9.8 CGPA. Further levels are in progress.

Completed BE in Aeronautical Engineering in Srinivasan Engineering College (Affiliated to Anna University Chennai) with 7.15 CGPA in the year 2014

Work Experience

With over a decade in the automotive industry, I have led engineers, managed projects end-to-end, and delivered exceptional results.

As an Automation Team Lead, I reduced 5,000–7,000 man-hours annually by driving process automation.

I pioneered AI initiatives in my organization, implementing state-of-the-art solutions that enhanced efficiency and fostered innovation.

Key AI Projects

  • AI Assistant for Engineering Solver Errors
    Developed a web application powered by LLaMA2 and advanced RAG techniques, featuring modular tools for real-time error assistance, knowledge retrieval, and manager-specific functionalities like automated dashboards and Excel vectorization. Built using React and FastAPI, the tool is optimized for scalability and performance in a containerized on-premises GPU cluster.

  • Auto Code Generation Tool
    Engineered an automation solution leveraging RAG techniques to generate scripts for complex CAE processes, significantly boosting productivity. The tool uses a proprietary script database and advanced logic, with future plans to incorporate fine-tuned LLMs and reinforcement learning for enhanced capabilities.

  • AI-Driven Simulation Software
    Designed standalone software utilizing GNNs and PINNs to revolutionize automotive simulations, featuring advanced neural network optimization, DDP training, and custom debugging tools. Delivered high-fidelity results for CAE load cases, with an interactive 3D geometry model interface built using PyQt and PyVista.

  • Social Media Content Generation Tool
    In progress: Developing a cutting-edge tool to automate social media content creation, focusing on enhancing lead generation for businesses.

  • User Matching System
    In progress: Building a robust user-matching solution based on profile understanding and advanced AI techniques to deliver personalized connections.

Recent Updates

  • Moved to Finance domain recently.

  • Building AI tools to enhance Financial services.

  • Career Milestone: From Lead to Manager

Sathish's Portfolio

Showcasing skills and projects in AI technology.

Contact

Connect

sathishkumarnagaraj12@gmail.com