Sadanand Singh

Principal Research Scientist

More than 10 years of experience with deep learning, machine learning, numerical modeling and scientific computing in production environments. Proficient in Python, C++ and Linux

Technical Skills

  • Languages - Python, C++/C, R, JavaScript, Bash/zsh
  • Concepts - Deep Learning, Machine Learning, Computer Vision, Numerical Optimization
  • Tools/Environment - PyTorch, Tensorflow, Keras, SciKit-Learn, Pandas, Git
  • Frameworks/Libraries - React, Webpack
  • Data - PostgreSQL, Mongodb, GraphQL, JSON


Principal Scientist

MICRON - Mar 2022 - present | Hyderabad, India

  • Principal AI and data research scientist in a technology and product group at Micron

Principal Research Scientist

WHITERABBIT.AI - Aug 2018 - Mar 2022 | Santa Clara, CA

  • AI research scientist in a medical imaging startup

Staff Engineer - Machine Learning

SAMSUNG - March 2018 - Aug 2018 | San Jose, CA

  • Deep learning research on anomaly detection
  • Machine learning solutions for extremely imbalanced data in manufacturing

Deep Learning Research Scientist

KLA TENCOR - 2017 - 2018 | Milpitas, CA

  • Developed deep learning applications in lithography, defect detection and image translation
  • Designed auto-encoder models for learning ellipsometry signals
  • Designed product for defect detection in lithography

RET Design Engineer

INTEL - 2013 - 2017 | Hillsboro, OR

  • Built efficient machine learning models to identify defects prior to production
  • Designed and built deep learning models for the optimal placement of sub-resolution features on PSM masks
  • Developed models and algorithms to design optical masks to enable lithography of 14nm, 10 nm and 7 nm nodes
  • Designed new python and C++ libraries and APIs for RET data analysis, visualization and debugging


PhD in Chemical Engineering

University of Wisconsin - Madison - 2008 - 2013 | Madison, WI

Advisor: Prof. Juan de Pablo Thesis: Energy landscapes of proteins and glassy materials

B.Tech in Chemical Engineering

Indian Institute of Technology Kanpur - 2004 - 2008 | Kanpur, UP, India


  • Six Intel Achievement Awards
  • 10+ publications in the highest profile journals including Nature Materials and Nature Chemistry
  • Work on ultra-stable glasses covered in regular media Source 1 Source 2
  • Work on diabetes protein structure molding highlighted in media Source
  • Received one of the swiftest promotion in less than 3 years at Intel Corp. 2016
  • International student academic achievement award, UW-Madison, 2012-13
  • Ranked among top 0.5% of 400000+ students in nation-wide IIT entrance examination, 2004

Get in touch 👋

Feel free to email me about anything. Want some advice? Give some feedback?

You can also reach me around the web: GitHub, Twitter, LinkedIn