A collection of my thoughts on technology, development, and the things in between.
Blog
How I Built Git Version Control From Scratch In GO
An architectural case study of building a Git clone from first principles in Go, exploring the engineering rationale behind version control systems. Deep dive into content-addressed object stores, DAG history models, and advanced features like commit graph visualization.
2025-06-16
Deploying Omegafold On AWS Sagemaker On A Serverless Endpoint
A comprehensive production guide for deploying GPU-accelerated ML models on AWS SageMaker with true serverless architecture. Learn how to achieve 99%+ cost reduction through scale-to-zero implementation while maintaining enterprise-grade reliability and sub-30-second inference times.
2024-11-05
A Primer on Scalability, Concurrency, and Parallelism
A comprehensive engineering guide to understanding scalability, concurrency, and parallelism in modern software systems. Explore threading, multiprocessing, async programming, and real-world deployment architectures with practical Python examples and performance trade-offs.
2024-08-20