Pukhraj Gupta

About Pukhraj Gupta

As a professional with a passion for innovation and problem-solving, I bring a unique perspective to every challenge I encounter. With a degree in Mathematics and Computing, I have developed a strong foundation in data analysis and programming, which I leverage to find creative solutions to complex problems. Throughout my academic and professional experiences, I have honed my skills in machine learning, deep learning, and artificial intelligence, and I am eager to apply these skills to make meaningful contributions to the field. I am a lifelong learner who thrives in fast-paced, collaborative environments and I am always seeking opportunities to grow and challenge myself.

Experience

1. Machine Learning Engineer (Via Taltech)

   AMD

   Jul 2024 — Present · Hyderabad, IN

   Part of the ML Solutions team in AI Group, working on compiler for NPUs.Debugging problems in increasing offloading percentage of various models to NPU.Analyze vision model architectures and Vision Transformer variants to identify optimizations. Onboard public models to the compiler flow, handling analysis, testing, and validation.Develop and maintain evaluation pipelines for segmentation, detection, and NLP models in ONNX. Modify models to create new variants by adding/replacing operators and adjust layer configurations for analysis and testing.Regularly monitor and maintain 1500+ models, identify issues for resolution to ensure stable convergence. Generate periodic reports summarizing key issues, gaps, and overall status.

Education

• National Institute of Technology Hamirpur

  Bachelor's degree, Mathematics and Computer Science