Hello World...

I'm Arvin, welcome to my website. :)

I'm driven by deep learning, haunted by questions of consciousness, and - lately - consumed by GPUs and distributed learning.

My projects

TinyTrain
Autodidactic
0
My lightweight Machine Learning framework. Python + CuPy + Triton.
Modern AI Canon
Autodidactic
0
Concept implementations from 14 seminal AI papers. From Transformers to FlashAttention, ViTs to RAG, and more.
Darkbird
MLE
0
Multi-node distributed training examples on Sunbird HPC with PyTorch DDP.
See some more on this page

Posts and other half-baked thoughts

All

post (9)

note (3)

Apr 18, 2026
Note
TinyTrain
Early beginnings of my ML framework
Jan 29, 2026
Post
Multi-Node Distributed Training on HPC
Demonstrating PyTorch DDP across 6 V100 GPUs with SLURM.
Jan 19, 2026
Post
Distributed Deep Learning on Sunbird (Swansea HPC) - Scaling to 40× NVIDIA A100 GPUs
My guide for using Swansea Sunbird Supercomputer for GPU-acclerated Deep Learning.
Sep 24, 2025
Post
My Curated Resources for CUDA, Accelerators, & AI Inference
A living collection of foundational papers, practical guides, & communities for anyone diving into GPU computing & AI acceleration.
Sep 16, 2025
Post
Filesystem Illusion Inside Containers
A concise look at the filesystem illusion that makes containers feel like virtual machines.
Aug 15, 2025
Post
Multi-View Stereo Photogrammetry Pipeline - Detailed Algorithm
Re‑engineering a professional photogrammetry system - the full algorithmic pipeline for accurate multi‑view 3D reconstruction.
Aug 11, 2025
Post
Dependency Hell is Actually NP-Complete
Why dependency resolution (and uv) touches NP-complete territory.
Aug 7, 2025
Note
Paradigm Shift
Obsessed with parallel computing.
Aug 3, 2025
Post
Building ToyGrad - A Journey Into the Heart of Automatic Differentiation
After years of using PyTorch, I finally built my own autograd engine from scratch to understand what really happens under the hood.
May 23, 2025
Post
Fluency Analyzer App
A distributed web platform for Welsh language fluency assessment, bridging academic research with practical applications for language learning and preservation.
Apr 27, 2025
Post
Hello World -- An Introduction
A post about myself and my background.
Apr 27, 2025
Note
Get in touch
Message link.

Hello World...

My projects

TinyTrain

Modern AI Canon

Darkbird

Posts and other half-baked thoughts

TinyTrain

Multi-Node Distributed Training on HPC

Distributed Deep Learning on Sunbird (Swansea HPC) - Scaling to 40× NVIDIA A100 GPUs

My Curated Resources for CUDA, Accelerators, & AI Inference

Filesystem Illusion Inside Containers

Multi-View Stereo Photogrammetry Pipeline - Detailed Algorithm

Dependency Hell is Actually NP-Complete

Paradigm Shift

Building ToyGrad - A Journey Into the Heart of Automatic Differentiation

Fluency Analyzer App

Hello World -- An Introduction

Get in touch

TinyTrain

Multi-Node Distributed Training on HPC

Distributed Deep Learning on Sunbird (Swansea HPC) - Scaling to 40× NVIDIA A100 GPUs

My Curated Resources for CUDA, Accelerators, & AI Inference

Filesystem Illusion Inside Containers

Multi-View Stereo Photogrammetry Pipeline - Detailed Algorithm

Dependency Hell is Actually NP-Complete

Paradigm Shift

Building ToyGrad - A Journey Into the Heart of Automatic Differentiation

Fluency Analyzer App

Hello World -- An Introduction

Get in touch