Sandipan Banerjee
Applied Scientist at Amazon
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolSandipan Banerjee is an applied scientist with 11 years of experience building multi-modal machine learning systems, currently designing multi-modal models for ads localization at Amazon. He holds a PhD in Computer Science from the University of Notre Dame and has driven research-to-product work across industry labs including Pipio, Samsung Research America, and Affectiva, with a strong focus on realistic avatar/video synthesis, GAN-based image-to-image rendering, and robust facial analysis. Sandipan’s portfolio blends foundational research—documented in a substantive publication record—with production engineering: pipelines for audio/image/embedding-driven avatar generation, lipsync and motion priors, and lightweight GAN frameworks for fast rendering. Notably, he has engineered perception-driven GAN losses and weakly supervised models that generalize across camera setups, a skillset that bridges academic rigor and deployed systems. Based in New York, he combines deep technical authorship with hands-on implementation, often turning synthetic-data insights into measurable improvements in recognition and behavior synthesis.
11 years of coding experience
12 years of employment as a software developer
Bachelor of Technology (B.Tech.) Computer Science, Bachelor of Technology (B.Tech.) Computer Science at National Institute of Technology DurgapurDoctor of Philosophy (PhD) Computer Science, Doctor of Philosophy (PhD) Computer Science at University of Notre Dame
English, Bengali, Hindi
Github Skills (16)
caffe9
deep-learning8
machine-learning8
gac8
pytorch7
segmentation6
generative5
face4
hyperparameters4
face-recognition3
pipeline3
face-detection2
data-augmentation2
renderer2
face-alignment2
Programming languages (2)
Github contributions (5)
sbanerj1/IrisSeg
Oct 2015 - Jun 2018
Iris segmentation using GAC & GrabCut.
Contributions:5 commits, 1 PR, 4 pushes in 2 years 8 months
segmentationgrabcutgaciris
sbanerj1/Comp.-Graphics-pyOpenGL
Jun 2017 - May 2018
Contributions:5 pushes, 1 branch in 10 months
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