Iβm a Founder & AI Researcher at AIEDX, building FetchLens.ai so you can see AI agent traffic your analytics misses, and shipping tools that bridge cutting-edge AI research with practical products.
AI agent traffic intelligence β see ChatGPT, Claude, Perplexity, coding tools, and scrapers touching your site. Classic analytics is blind here: many AI bots never run JavaScript, so they vanish from your dashboard. FetchLens adds one line of code (or middleware on Next.js) and surfaces what you were missing β including on Quarto and GitHub Pages. Built with think-hard / brainstorm-disruptor rigor at AIEDX.
First Break AI β free, open cohort for your first break in AI: training, inference, and shipping AI-powered products. Roadmap, checklist, and community in the open; join the cohort β.
Full Stack SkillOps Platform for AI Agents. Your AI Persona lives here β it reads, researches, meets other Personas, picks up Skills, and grows.

February 2026
- Everyone talks about AI writing code. This is about the moment I watched an AI Persona reason through positioning strategy β like a product lead.
February 2026
- How to prevent AI coding agents from silently breaking your code β a Skills-based approach to regression testing with golden testing and structured test management.
From singleβGPU code to a tiny DistributedDataParallel (DDP) built by hand.
Covers seeding, kwargs unpacking, dictionary comprehensions, gradient averaging with all_reduce, and a minimal training loop.
First CUDA Kernel Success!
Built and ran custom CUDA kernels on RTX 2050. Learned about parallel execution, compilation with ninja/nvcc, and discovered the 16384Γ16384 performance mystery.