Brad Ross's Linkedin Analytics

AI is architecture, engineering, and execution. I bring all three as your hands-on AI partner. I’m a senior AI architect and fractional executive with 20+ years in software, data science, and machine learning. I help founders, exec teams, and product leaders turn AI vision into modular, explainable systems that scale ... fast and I transfer knowledge. Whether you need a fractional Head of AI, a clean strategy for your next build, or help converting ideas into real, working agentic solutions - I architect it, document it, and guide your team every step of the way. I design frameworks that are future-proof and teach your team how to own them. 🧠 What I Do Fractional AI Leadership & Technical Direction Startup CTO support for agentic MVPs and LLM-based products Harvard CS50 Teaching Fellow & Master’s in Computer Science (ALM Digital Media in progress) AI course designer (Master's level academic + enterprise + startups) Director, Agentics Foundation (leading AI education, research, and home to top 0.1% agentic engineers Worldwide) 💡 How I Help Clients AI Sprints – Live-coded delivery and coaching at all levels, built around “AI as Your Pair Programmer” Agentic System Design and Development - Build AI systems that automate tasks, learn over time, and fit into your existing tools Fractional Leadership (director / technical lead) – Help your team plan, build, and launch AI solutions with expert guidance and hands-on support Executive & Team Training – Custom, grad-level AI programs taught inside your org 📈 Highlights Deliver MVPs in 3 weeks that are scoped for 8 months Reduced delivery time for 10B+ predictions from 42 weeks to 2 through automation and segmentation Created a neuro-symbolic language that cut token use by 55% while eliminating ambiguity Built an AI system that rewrote its own ARC AGI prompt, improving accuracy by +12 over best-practice human engineering (research paper pending) Currently evaluating symbolic reasoning with diffusion models in vision workflows 🔧 Why Clients Work With Me Boardroom to backend—I architect the system and write the code. Weeks not quarters—clean execution, full documentation, real results. Teams leave smarter—your AI capability grows with every sprint. Research & Tools Public Research & Tools (ask for access to advanced research) https://gist.github.com/bar181 https://github.com/bar181