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Machine Learning Engineering Lead and Manager @ Renesas Electronics

  • Technology leader with 14+ years at the intersection of AI, semiconductors, and embedded systems (edge, automotive, robotics).
  • Proven ability to translate customer needs into product strategy and engineering execution. Recognized innovator with over 25 U.S. patents (granted and published).
  • Experienced in building and leading global, customer-facing engineering teams.
  • Past roles at Micron, SanDisk, and Bosch shaped my expertise in AI, advanced semiconductors (high-performance computing and memories) and embedded system design.

Graduate Student Research @ University of Texas Austin

  • Currently pursuing M.S in Artificial Intelligence.
  • Academic research interests:
    • Predictive Machine Learning models for Optometry research.
    • Generative AI models for on-device multimodal tasks in computational visualization

Technical Skills

  • Machine Learning: Training-to-Inference workflows (ML and MLOps), model profiling and benchmarking
    • LLM (Agentic AI with OpenAI SDK, Google ADK and MCP) and SLM (Qwen, LLama)
    • Computer Vision: CNN, ViT
    • Model Engineering: ScikitLearn, PyTorch, TensorFlow, HuggingFace Transformers, Numpy, Pandas, Matplotlib, Seaborn, ONNX, OpenCV, OpenAI SDK, Google ADK, MCP, Autogen, LangChain, OpenMMLab,
    • MLOps: SQL, Streamlit, Airflow, MLFlow
  • Hardware: Nvidia Jetson/Orin/RTX/A100, Renesas R-Car, RaspberryPi
  • Programming: Python, C/C++, Verilog
  • Systems Engineering: Azure Cloud (VM), Ubuntu, Containerization, CI/CD DevOps
  • Product Strategy, Competitor Analysis and Product Marketing for Semiconductor products

Beyond work:

  • Founder of CampML.org, a community-driven ML bootcamp
  • Active K-12 STEM volunteer and hackathon mentor
  • Maker at heart — experimenting with robotics, IoT, 3D printing, and AI art

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