I help founders navigate technical challenges — from first idea to scalable product.
Get in touchFeasibility assessment, agent architecture design, tool integration strategy, evaluation frameworks
Pre-investment technical assessment, architecture review, team evaluation, pitch deck technical review
EU AI Act compliance roadmap, technical feasibility for robotics startups, hardware-software integration
PMF discovery sprints, technical MVP design, pre-PMF advisory, fractional CTO support
Validate your AI agent concept before building.
Comprehensive tech assessment for investors and founders.
Head-to-head MLX vs PyTorch MPS comparison of Karpathy's autoresearch on an M2 MacBook Pro 16GB. Includes stability tests, a real autonomous agent loop that found a 5% improvement, and a cost analysis of Mac vs cloud GPU.
The honest data on where AI agents work, where they fail, and why engineering discipline matters more than model capability. Covers Paperclip, OpenClaw, autoresearch, EU AI Act compliance, and practical adaptation strategy.
Honest lessons from co-founding VoltVogel: simulation-first development, prototype scoping under pressure, and knowing what you actually built vs what you validated in simulation.
Full-stack development, agentic AI architecture, LLM integrations, scalable backend systems
Compliance lead at Bearcover, hardware-software integration, industrial protocols, embedded systems
Technical due diligence, pitch deck reviews, MVP design, fractional CTO for early-stage ventures
Initial consultation to understand your technology, risks, timeline, and goals
Deep technical analysis and actionable recommendations
De-risk decisions through feasibility studies or due diligence
Clear documentation, roadmaps, and confidence to raise funding or scale
Book a 15-minute intro call to discuss how I can help your startup.
