Vision Transformer Deep Dive: ViT to Modern Descendants
Build ViT from pixels, then trace DeiT, Swin, DINOv2, SAM,...
Teaching Machine to be Smart
Abhik Sarkar is an experienced Python Machine Learning Engineer with over eight years of expertise in scalable, intelligent solutions. He currently leads the Machine Learning department at a high-growth startup specializing in computer vision technologies for safety and security.
Articles
Xid 31 MMU Faults: What Causes Them and How to Fix Production GPU Crashes
Deep dive into NVIDIA GPU Xid 31 MMU faults: how...
The Complete NVIDIA Xid Error Field Guide
The definitive reference for every NVIDIA Xid error code: what...
CUDA Matrix Multiplication Optimization: From Naive to Near-cuBLAS
Step-by-step CUDA matrix multiplication optimization with 9 interactive visualizations. From...
Work
- Company
- Cloudastructure Inc
- Role
- Director, Machine Learning
- Date
- Company
- Quantiphi Inc
- Role
- Machine Learning Engineer
- Date
- Company
- Deloitte
- Role
- Business Technology Analyst
- Date
Bookmarks
Resources I find valuable and recommend to anyone interested in ML and engineering.
BRRR: A faster Python
Horace He
The Unreasonable Effectiveness of Transformer Models
Andrej Karpathy
Transformers from Scratch
Brandon Rohrer