Sai Bangaru
Senior Research Scientist at NVIDIA
Cambridge, Massachusetts, United States
Summary
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Rockstar🎓
Top SchoolSai Bangaru is a Senior Research Scientist at NVIDIA with eight years of experience bridging cutting-edge research and production systems in differentiable rendering, real-time path tracing, and neural rendering. He completed a PhD at MIT CSAIL under Fredo Durand and builds compiler-level support for differentiable programming—most notably adding forward-mode automatic differentiation and a differential type system to the shader compiler Slang. Sai’s work spans practical real-time graphics, physically based modeling, and perception applications, and he has a track record of shipping research prototypes into NVIDIA’s rendering stack following internships and research roles across industry and academia. Based in Cambridge, MA, he combines deep theoretical training with hands-on systems engineering, often tackling problems that require changes to compilers and IRs rather than only top-level models.
8 years of coding experience
4 years of employment as a software developer
Indian Institute of Technology MadrasDoctor of Philosophy - PhD, Electrical Engineering and Computer Science, Doctor of Philosophy - PhD, Electrical Engineering and Computer Science at Massachusetts Institute of TechnologyHigh School, High School at Maharishi International Residential SchoolMaster's degree, Computer Science, Master's degree, Computer Science at Carnegie Mellon University
English, Tamil, Telugu, Hindi
Stackoverflow
1reputation
0reached
0answers
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Github Skills (19)
vulkan10
rendering10
glsl10
computer-graphics10
cuda10
hlsl10
approximation10
integral9
computer-vision9
optimization8
derivative8
pytorch8
primitive7
tensorflow7
differentiable-programming7
Programming languages (6)
Github contributions (5)
shader-slang/slang
Jun 2022 - Jan 2023
Making it easier to work with shaders
Role in this project:
Back-end Developer
Back-end DeveloperContributions:141 reviews, 22 commits, 253 PRs in 7 months
Contributions summary:Sai implemented core functionality related to forward-mode automatic differentiation within the shader compilation framework. Their work included adding syntax for marking functions for differentiation, developing a new type system, and adding support for various operations like vector arithmetic, control flow, and function calls. The contributions involved modifying the compiler's intermediate representation (IR) and introducing a differential type system to support the generation of derivative functions. The user significantly expanded the compiler's capabilities for auto-differentiation, enabling the handling of more complex shader code.
cudavulkanshadersd3d12hlsl
ChezJrk/teg_applications
Jan 2021 - Dec 2021
Contributions:12 commits, 3 pushes, 1 comment in 11 months
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