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155 followers · 198 following

Achievements

Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: YOLOAchievement: QuickdrawAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: YOLOAchievement: QuickdrawAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Organizations

@cloudastructure @FOSSNITRR

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abhiksark/Readme.md

Abhik Sarkar

Director of Machine Learning at Cloudastructure. Computer vision for physical security; GPU performance and the unglamorous parts of ML systems.

I write about CUDA, NVIDIA driver internals, and numerical stability at abhik.ai.

Recent writing

- [CUDA Matrix Multiplication: From Naive to Near-cuBLAS](https://www.abhik.ai/articles/cuda-matrix-multiplication-optimization) Apr 07, 2026- [The Complete NVIDIA Xid Error Field Guide](https://www.abhik.ai/articles/nvidia-xid-errors) Mar 13, 2026- [Anatomy of a GPU Crash: Understanding Xid 31 MMU Faults](https://www.abhik.ai/articles/gpu-xid31-mmu-faults) Mar 12, 2026- [Numerical Sensitivity: Why FP16 Breaks NAdam](https://www.abhik.ai/articles/numerical-sensitivity) Jan 08, 2026- [SAM's Multi-Mask Ambiguity: A Visual Deep Dive](https://www.abhik.ai/articles/sam-multi-mask-ambiguity) Dec 27, 2025

More on abhik.ai →

Currently

Elsewhere

abhik.ai · X · LinkedIn

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    Jupyter Notebook 6 1

  2. Diabetic-Retnopathy-Classification-ConvolutionalNeuralNetwork Diabetic-Retnopathy-Classification-ConvolutionalNeuralNetwork Public

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  3. detection-fusion detection-fusion Public

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    Python 2

  4. python-h264-scratch python-h264-scratch Public

    Pure Python H.264 video decoder — pixel-perfect, from scratch, no C extensions. Decodes real MP4 files.

    Python 22

  5. labelImg-plus-plus labelImg-plus-plus Public

    Forked from HumanSignal/labelImg

    labelImg++ - Enhanced image annotation tool with Gallery Mode. Actively maintained fork of LabelImg.

    Python 5

  6. gastown-dashboard gastown-dashboard Public

    TypeScript 6