Ganesh K
Data Scientist Driving GenAI & Computer Vision Innovations in Automotive/Manufacturing | NLP | ML | AWS Bedrock | LangChain | LangGraph | LLM Fine-Tuning | Streamlit | FastAPI
- Role
- Design Engineer Cum Data Scientist at Tata Technologies
- Location
- Pune Division, MH, IN
- LinkedIn followers
- 500 followers
About Ganesh K
As a Design Engineer turned Data Scientist, I bring a unique blend of mechanical engineering expertise and AI-powered problem-solving to the table. With 2 years of experience in the automotive industry, I’ve contributed to high-impact projects for clients like Jaguar Land Rover and Bentley. Alongside my core design responsibilities, I’ve proactively developed GenAI tools to improve documentation workflows and deliver intelligent product recommendations.My key strengths lie in bridging domain knowledge with data science skills. I’ve built RAG-based GenAI chatbots using LLMs, FAISS, and AWS Bedrock, reducing engineering documentation search times by 50%. I’m proficient in Python (NumPy, Pandas, Matplotlib), Machine Learning (Scikit-Learn, TensorFlow), NLP, and Generative AI, and I’ve successfully delivered projects using Streamlit and FastAPI. I take pride in combining business context with technical depth to solve real-world problems.What drives me is curiosity and the desire to simplify complex systems using data and AI. I aim to become a GenAI researcher and contribute to building human-centric AI tools that empower industries—from automotive to e-commerce. I’m constantly learning, building, and collaborating with like-minded people to push boundaries and create value through innovation.
Experience
Design Engineer Cum Data Scientist
Jul 2024 — Present · Pune District, IN
Led the execution of over 300+ CAD Design Verification (RMDV2) and homologation tests for Jaguar Land Rover\'s exterior and interior trim components, ensuring 100% compliance with design and safety standards.Streamlined test documentation processes by compiling 150+ evidence-based reports, reducing review cycle time by 25% and enhancing traceability in product validation workflows.Collaborated cross-functionally with Bentley Motors on the BY646 project to propose packaging solutions for complex door trim assemblies, contributing to a 15% space optimization within constrained design envelopes.
Education
KLE Technological University - Hubballi (India)
Bachelor of Engineering in Mechanical Engineering
International Institute of Information Technology Bangalore
Executive Post Graduate Programme in Machine Learning and AI
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