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Stanley Edward
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Experience |
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Carnegie Mellon University
Research Intern @Human Sensing Lab Apr 2025 - present Working on accelerating the 3D Gaussian Splatting pipeline at the Human Sensing Lab, directed by Dr. Fernando De la Torre. |
ProjectsMy interests lie in 3d computer vision and gpu computing. |
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High Performance Neural Networks
C/CUDA, Nsight 2025 github link Reduced training epoch times by 49%, with L1 cache tiling and thread coarsening along with kernel fusion for FMA + activation functions, with shared memory reduction for softmax. |
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Neural Radiance Fields (NeRFs)
Pytorch, Python 2024 github link Implemented NeRFs, for novel view synthesis and 3D reconstruction. |
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Recursive Ray-Tracing Engine
OpenGL Math, C++ 2024 github link Raytracer with phong illumination model, with efficient ray-geometry intersection for different 3D primitives. |
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Panorama - Image Stitching
Image stitching using SIFT to extract keypoints and descriptors, RANSAC for estimating geometric transforms between image pairs and weighted blending for smooth transitions. |
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Vision Transformer
Implementation of ViT-B/16 with position embeddings and 12 heads in multi-head self-attention. Authored a DataX journal article on the transformative impact of transformers. |
Info |
Education |
B.Tech in Computer Science Engineering w/spl. in Big Data Analytics @SRMIST 2022-2026 Overall GPA: 9.16/10 |
Community |
Member @Next Tech Lab
Research Director @Data Science Community SRM
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Volunteering |
Teaching Volunteer, Children of God Foundation (NPO), 2024 PR Volunteer, Aaruush SRM 2022 |
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Last updated June 2025 | Have it with a fork. |