About Me

I am a Staff Machine Learning Engineer at Micron Technology, where I bridge the gap between Proof-of-Concept research and high-availability production systems. My work focuses on building scalable ML solutions that drive efficiency and innovation in the semiconductor industry.

With a deep passion for understanding the "why" behind the "how," I explore the intersection of Physics and Deep Learning. I believe that understanding the fundamental principles—like why a convolution works or how attention mechanisms mirror human cognition—is key to building robust AI systems.

Experience

Present

Staff Machine Learning Engineer

Micron Technology

Driving POC research into high-latency production systems. Architecting scalable ML pipelines and optimizing model inference for industrial applications.

2018 - 2022

Machine Learning Engineer

Tata Consultancy Services (TCS)

Developed and deployed computer vision and predictive maintenance models. Worked on end-to-end ML lifecycles for enterprise clients.

Skills & Methodology

  • Languages: Python, C, C++, SQL
  • Frameworks: PyTorch, TensorFlow, Scikit-learn, FastAI
  • Cloud & MLOps: Azure, AWS, Docker, Kubernetes, CI/CD
  • Focus: Computer Vision, Deep Learning, Industrial IoT, System Design

Connect

I write about my learnings on bansidath.in and Medium.
Find me on LinkedIn or check my code on GitHub.