SoubarnaĀ Banik
Senior Machine Learning Engineer at Simi Reality Motion Systems
Berlin, Germany
Summary
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Top SchoolSoubarna Banik is a Senior Machine Learning Engineer and Ph.D. research assistant specializing in deep-learning-based human pose estimation and tracking, currently applying that expertise at Simi Reality Motion Systems in Berlin. With 11 years of industry and research experience spanning computer vision, data warehousing, and embedded systems, he bridges rigorous academic methods from Technical University of Munich with production-focused engineering. His background includes hands-on implementation of image-processing pipelines for robotics and visualization work at Max Planck, reflecting a knack for turning research prototypes into deployable systems. Comfortable across the stack, he combines classical ETL and data-engineering foundations from early roles with advanced neural modeling and real-time tracking solutions.
11 years of coding experience
7 years of employment as a software developer
Master's degree, Intelligent Adaptive System, Master's degree, Intelligent Adaptive System at University of HamburgBachelor of Technology (B.Tech.), Computer Science and Engineering, 8.62/10, Bachelor of Technology (B.Tech.), Computer Science and Engineering, 8.62/10 at West Bengal University of Technology, Kolkata
English, Bengali, Hindi, German
Github Skills (26)
hardware9
sdk9
computer-vision8
python8
deep-learning8
machine-learning8
camera-api8
octoprint7
tensorflow7
realsense7
self-attention6
neural-network6
attention-mechanism6
deep-neural-networks5
lstm5
Programming languages (3)
Github contributions (5)
baniks/RoadDetection
Mar 2017 - Nov 2018
Contributions:34 commits, 29 pushes, 1 branch in 1 year 8 months
baniks/atttribute_attention
Sep 2018 - Oct 2020
Contributions:4 pushes, 1 branch in 2 years 1 month
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