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
- reckoning.dev
- [email protected]
- LinkedIn Profile
- Hyderabad, India
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
Experience
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
Education
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
Accomplishments
- 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