Suvaditya Mukherjee

Engineer 1, R&D at USC Institute for Creative Technologies

Los Angeles, California, United States
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Summary

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Suvaditya Mukherjee is a Machine Learning Engineer and researcher specializing in computer vision, 3D generative models, and applied ML for immersive experiences, with five years of hands-on experience across industry and academia. Currently based in Los Angeles, he contributes to R&D at Magnopus on the Sphere project while simultaneously advancing generative AI applications and mixed-reality research at USC’s Institute for Creative Technologies and School of Cinematic Arts. His background spans production-focused roles—from MLOps and model deployment at Ivy and HARMAN to domain adaptation and medical imaging research that led to a journal submission—demonstrating an ability to move models from prototype to real-world systems. He’s an active technical writer and content contributor (PyImageSearch, Weights & Biases, Towards Data Science), which reflects a knack for translating complex ML concepts into practical tutorials and reproducible reports. Notably, he has led developer communities and education programs, founding a large Google Developer Student Club and orchestrating cloud and AI initiatives that scaled to hundreds of participants. He combines rigorous academic training (MS CS, USC; BTech AI) with cross-disciplinary product experience, making him effective at building ML systems for creative and experiential applications.
code5 years of coding experience
job3 years of employment as a software developer
bookMaster of Science - MS Computer Science (Artificial Intelligence), Master of Science - MS Computer Science (Artificial Intelligence) at University of Southern California
bookHSC Board 12th Grade (Maharashtra) Science, HSC Board 12th Grade (Maharashtra) Science at Pace Junior Science College
bookICSE Board Science, ICSE Board Science at Jankidevi Public School - India
bookBachelor of Technology - BTech Artificial Intelligence, Bachelor of Technology - BTech Artificial Intelligence at SVKM's NMIMS Mukesh Patel School of Technology Management & Engineering
languagesEnglish, Bengali, Hindi
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Stackoverflow

Stats
3reputation
190reached
0answers
2questions
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Github Skills (102)

ivy10
opencv10
github10
python10
image-processing10
mxnet10
abstraction10
deep-learning10
image-generation10
robotics10
animation10
audio10
api10
face-recognition10
neural-network10

Programming languages (7)

JavaC++CJavaScriptJupyter NotebookPythonDart

Github contributions (5)

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suvadityamuk/suvadityamuk

Jan 2021 - Dec 2022

Contributions:39 pushes, 1 branch in 2 years
suvadityamuk/keras-io

Nov 2022 - Jun 2023

Keras documentation, hosted live at keras.io
Contributions:18 pushes in 7 months
deep-learninghostedmachine-learningtensorflowkeras
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Suvaditya Mukherjee - Engineer 1, R&D at USC Institute for Creative Technologies