Nitin Saini
Machine Learning Scientist at Meshcapade
Tübingen, Baden-Württemberg, Germany
Summary
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Senior🎓
Top SchoolNitin Saini is a Machine Learning Scientist with nine years of experience specializing in 3D visual perception, human body modeling, and real-time reconstruction for moving scenes. Currently at Meshcapade after a PhD at the Max Planck Institute and Robot Perception Group, he has deep expertise in SMPL-based human shape models, optimization on OpenCL, and building biologically inspired neural models for animacy perception. His background spans both research and applied engineering—from developing LTE signal-processing chains at Samsung to internships at Adobe—giving him a rare blend of systems-level rigor and academic depth. Based in Tübingen, he focuses on bringing research-grade ML methods into production for intelligent digital humans and online 3D perception.
9 years of coding experience
3 years of employment as a software developer
Master's degree, Neural information processing, 1.4, Master's degree, Neural information processing, 1.4 at University of TübingenB.Tech., Electronics Engineering, 7.36/10, B.Tech., Electronics Engineering, 7.36/10 at Indian Institute of Technology (Banaras Hindu University), Varanasi
Github Skills (69)
motion-capture10
julia9
unreal9
procedural-generation9
ros8
pose8
unreal-engine-48
plugin8
visualization8
unreal-engine-58
simulator7
gpu7
rendering7
blueprint7
computer-vision6
Programming languages (4)
Github contributions (5)
robot-perception-group/Aircap_Pose_Estimator
Jul 2019 - Jun 2021
Aircap_Pose_Estimator : markerless motion capture using multiple autonomous micro aerial vehicles
Contributions:9 commits, 1 PR, 15 pushes in 1 year 10 months
micro-aerial-vehiclesautonomousaircap-pose-estimator-demomarkerlessmotion
nitin-ppnp/SMPL.jl
Apr 2020 - Aug 2021
Julia implementation of Skinned Multi-Person Linear model (SMPL)
Contributions:30 commits, 3 PRs, 22 pushes in 1 year 4 months
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