Ganesh S

About Ganesh S

Mechanical Engineer with around 7 years of experience in Project Requirements Management, 3D CAD, mechanical design, subsystem integration, semiconductor capital equipment, engineering change management, and product configuration. Experienced in designing precision assemblies, panels, enclosures, and cable systems for high-tech industries, including ASML, Bosch, and Amphenol. Strong expertise in 3D modelling, GD & T, tolerance stack-up, DFM/DFA, BOM management, ECM workflows, and SEMI/ANSI/ASME standards. Proven ability to solve complex design issues, support manufacturing, and collaborate with cross-functional teams across mechanical, electrical, thermal, optical, and software domains.Delivered AI/LLM-based automation solutions for requirement traceability and change impact analysis. Adept at managing full design lifecycle from concept → validation → releaseProven success in applying NLP and deep learning to automate complex engineering workflows, with a focus on building production-ready models using LLMs, Transformers, and GenAI techniques. Actively seeking a role to leverage a blend of technical and domain expertise to build impactful AI solutions.

Experience

1. Senior Engineer

   Bosch Global Software Technologies

   Aug 2023 — Present · Bengaluru, IN

   Designed and supported mechanical components and assemblies for automotive infotainment systems, ensuring robustness, manufacturability, and compliance with automotive standards.• Built and updated 3D CAD models and 2D drawings for electronic housings, brackets, covers, and mounting interfaces.• Performed tolerance stack-up analysis and GD & T to ensure fit, function, and assembly quality across production variants.• Conducted feasibility studies during concept and change phases to evaluate design risks, packaging constraints, and manufacturing feasibility.• Actively contributed to DFMEA activities by identifying potential failure modes, defining mitigation actions, and supporting design improvements.• Supported engineering release and change management activities, including CRQs, drawing updates, and impact analysis for ongoing production.• Ensured adherence to Bosch development processes and customer specific requirements throughout the product lifecycle.• Performed Requirement Management activities for ensuring traceability and completeness in IBM DOORS.• Coordinated with cross-functional teams (electronics, software, manufacturing, quality) and supported communication with customers and suppliers.• Developed and implemented ML-based automation for document classification and domain assignment, reducing manual efforts by 60% and improving accuracy.• Designed a comparison automation tool for data validation, leveraging Python and Excel scripting, improving processing time by 40%.• Built NLP models for text classification and information extraction using Transformers and BERT, achieving 85%+ accuracy.• Managed project requirements, ensuring comprehensive documentation, elicitation, and stakeholder alignment.• Provided expertise in IATF audits, ensuring compliance with industry standards.• Explored Generative AI for automating requirement analysis and summarization.

Education

• Dayananda Sagar Institutions

  Bachelor's degree, Mechanical Engineering

  2014 — 2018