Founder, GradTensor

Live AI training - from zero to deployed AI systems

Recent
Research brief on the gap between College AI curricula and current industry hiring
Build With Claude - Agentic AI post series
The Two Shapes Of Software
The Two Resumes
GradTensor - AI Engineering
The Governance Gap: Why AI’s Biggest Bottleneck Isn’t Technical - It’s Institutional The Governance Gap: Why AI’s Biggest Bottleneck Isn’t Technical - It’s Institutional
AI Impact Spectrum AI Impact Spectrum
Blog series: Build a neural network from scratch
Trust & Reason - Insights on Prod AI infra Trust & Reason - Insights on Prod AI infra
Open-Source Projects
mlship - Test any ML model locally
Talks
AI that pays Indians, not replace them (Dec 2025, IBT conf)
Polkadot sub0 Asia 2024 talk
Books Authored
Rust servers, services and apps
Practical system programming for Rust developers
Policy
Your Data Isn't Safe: Why KYC Regulations Need Urgent Reform
Tokenization-related
Quantra Pulse
Earlier Writings
Why Verifiable Apps (vApps) are the next evolution of secure computing
My experiences with Polkadot as a builder
Unified REST API for Intents
Trustless measurement of service integrity
Onchain privacy for enterprises