Girish Ganesan
Graduate Research Assistant
East Lansing, Michigan, United States
Summary
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Top SchoolGirish Ganesan is a 3D computer vision researcher and PhD candidate with eight years of experience working at the intersection of monocular depth estimation, 3D reconstruction, and generative modeling. Currently a Graduate Research Assistant at Michigan State University, he has contributed to both academic and industry projects including internships at NVIDIA and research roles at the University of Michigan and architecture-focused AI labs. His background spans optimization-based inverse rendering, microscopy image analysis, and practical computer vision engineering, reflecting a rare blend of theoretical depth and hands-on system building. Trained at IIT Gandhinagar and dual master’s programs at the University of Michigan, Girish pairs rigorous academic training with applied research that targets real-world 3D perception problems. Notably, his work often bridges traditional optimization techniques and modern learning-based approaches to improve single-image 3D understanding.
7 years of coding experience
2 years of employment as a software developer
Master of Science - MS Electrical and Computer Engineering, Master of Science - MS Electrical and Computer Engineering at University of MichiganBachelor of Technology - BTech Electrical Engineering, Bachelor of Technology - BTech Electrical Engineering at Indian Institute of Technology Gandhinagar Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Michigan State University
Github Skills (10)
depth-estimation9
3d-reconstruction7
computer-vision6
datasets2
transfer-learning2
deep-learning2
pytorch2
intrinsics1
optical-flow1
kitti-dataset1
Programming languages (2)
Github contributions (5)
girish1511/Optimization-based-Inverse-Rendering
Jul 2019 - Jan 2022
Contributions:45 commits, 3 pushes in 2 years 6 months
girish1511/girish1511.github.io
Jun 2019 - Sep 2024
Contributions:43 pushes in 5 years 3 months
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