Utkarsh Deshmukh
Machine Learning Engineer at Meta
Sunnyvale, California, United States
Summary
👤
Senior🎓
Top SchoolUtkarsh Deshmukh is a Machine Learning Engineer with a decade of hands-on experience specializing in computer vision, currently building production ML at Meta after recent roles optimizing inference and training pipelines. His background spans automotive perception at Rivian, watermark detection and low-shot recognition systems at Digimarc, and practical model optimization techniques such as quantization and TensorRT conversion at Ambient.ai. He combines research-grade algorithm design (including matched-filter watermark detection and strategies to train with a single image) with production-focused engineering to deliver robust, low-false-positive solutions. Based in Sunnyvale, he maintains an active GitHub where he showcases experimental CV projects and pragmatic tooling that bridge research prototypes to scalable deployments.
10 years of coding experience
11 years of employment as a software developer
Master’s Degree Electrical and Electronics Engineering (Focus Area Computer Vision), Master’s Degree Electrical and Electronics Engineering (Focus Area Computer Vision) at Rochester Institute of TechnologyBharatiya vidya bhavanBachelor of Engineering (BE) Electrical Electronics and Communications Engineering, Bachelor of Engineering (BE) Electrical Electronics and Communications Engineering at Savitribai Phule Pune University
English, Hindi, Marathi
Github Skills (27)
euler10
opencv10
javascript10
fingerprint10
python10
null-safety10
perl10
regularization10
ieee10
image-quality10
dub10
biometrics10
cpp10
odin9
image-processing9
Programming languages (2)
Github contributions (5)
Utkarsh-Deshmukh/proteus
Feb 2024 - Jul 2026
modular, scalable, and flexible network for image understanding
Contributions:11 PRs, 18 pushes, 7 branches in 2 years 5 months
Utkarsh-Deshmukh/Fingerprint-Enhancement-Python
May 2017 - Aug 2021
Using oriented gabor filters to enhance fingerprint images
Contributions:1 review, 19 commits, 5 PRs in 4 years 4 months
gaborfiltersgabor-filtersfingerprintenhance
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