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

Darkbird
MLE
0
Multi-node distributed training examples on Sunbird HPC with PyTorch DDP.
My LLM Playground
Autodidactic
0
Modular API with multi-LLM inference, persistent storage, and semantic search with RAG augmentation.
3D Facial Reconstruction Tool
Machine Learning Engineer
0
A robust pipeline for processing stereo imaging data into textured 3D models using cross-platform executable integration.
See some more on this page

Posts and other half-baked thoughts

All

post (9)

note (2)

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

Darkbird

My LLM Playground

3D Facial Reconstruction Tool

Posts and other half-baked thoughts

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

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