Siddhartha Namburu
Machine Learning Engineer at Zeromatter
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolSiddhartha Namburu is a machine learning engineer specializing in generative AI and 3D computer vision, with 8 years of hands-on experience spanning academia and industry. He has driven production-grade foundation models and diffusion-based pipelines to generate high-quality 3D assets from single images, multi-view inputs, and text, scaling training across clusters. At companies from Spectral Labs to Ultron.AI he built synthetic 3D data generators and optimized models for edge devices (Ambarella CV25, Jetson Nano), closing domain gaps for real-world deployment. His CMU research produced GAN-based human mesh and motion generators and synthetic vehicle datasets that led to peer-reviewed publications, reflecting a strong research-to-product track record. Notably, he combines low-level C/C++/CUDA optimization and rendering expertise with PyTorch/PyTorch3D model design, enabling 3x+ inference speedups and scalable training. Based in San Francisco, he’s passionate about turning cutting-edge 3D generative research into practical AI systems for vision and robotics.
8 years of coding experience
5 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and Science10th, 10/10, 10th, 10/10 at Nalanda Vidya NiketanIntermediate, MPC, 97.7%, Intermediate, MPC, 97.7% at Sri Chaitanya Junior CollegeMasters, Computer Vision, Machine Learning, 3.94/4.0, Masters, Computer Vision, Machine Learning, 3.94/4.0 at Carnegie Mellon University
Github Skills (35)
minecraft9
typescript9
gun9
installer9
nodejs9
react9
wkhtmltopdf8
api8
html-to-pdf7
pdf-generation6
pdf6
face6
counter5
discord4
csharp4
Programming languages (6)
Github contributions (5)
Sid-003/FaceApp.Net
Mar 2018 - Sep 2018
A light-weight .NET wrapper for face app API.
Contributions:27 commits, 8 PRs, 18 pushes in 6 months
apidotnetlight-weightlightcsharp
Sid-003/Sid-003
Sep 2020 - Apr 2024
Contributions:1 PR, 3 pushes, 1 branch in 3 years 7 months
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