Hi there 👋

Thanks for stopping By. I’m Dev, an experienced ML Engineer with 6+ years of experience building and automating scalable, real-time ML systems. As a freelancer, I help organizations design and deploy deep learning and ML infrastructure for production use. With a strong foundation in Deep Learning, Computer Vision, and Software Engineering, my expertise includes MLOps, testing and monitoring of DL models, and low-latency edge inference pipelines.

ResNets from first principles

ResNets from first principles After years of using ResNets, I think I finally understood the intuition behind this great innovation.

November 24, 2025 Â· 1 min Â· 20 words