Expert guidance for early-stage deep tech and AI startups β from feasibility to funding.
Design and validate AI agent systems that scale your product
Validate your AI agent concept before building
Blueprint for production-ready AI agent systems
Prepare for investor scrutiny with thorough technical assessment
Comprehensive tech assessment for investors
Validate and strengthen your technical narrative
Navigate complex hardware development and regulatory compliance
Prepare for EU AI Act requirements (August 2026 deadline)
Validate hardware concepts before investing
Design technical roadmaps aligned with product-market fit discovery
Design and validate AI agent systems that scale your product
Validate your AI agent concept before building
Blueprint for production-ready AI agent systems
Navigate complex hardware development and regulatory compliance
Prepare for EU AI Act requirements (August 2026 deadline)
Validate hardware concepts before investing
Design technical roadmaps aligned with product-market fit discovery
Part-time technical leadership for your startup
Ongoing guidance for EU AI Act, ISO standards, CE marking
Technical guidance during product discovery phase
I work with pre-seed to Series A deep tech and AI startups. This includes companies building agentic AI systems, robotics, hardware, SaaS, and regulated tech. I bring 8+ years of experience across hardware, software, and AI.
Project-based engagements range from 2-5 days (pitch deck review) to 4-6 weeks (system design or PMF sprint). Retainers are ongoing monthly arrangements. Most feasibility assessments take 2-3 weeks.
Yes. I offer monthly retainers for Fractional CTO, Compliance Advisory, and Pre-PMF Technical Advisory. These provide ongoing strategic guidance, architecture reviews, and technical support as you scale.
Yes. My compliance background covers CE marking and ISO 13482 (Bearcover, robotics), grid certification for PV/wind systems (CarbonFreed), and regulated product development (VoltVogel, EV charging). I also wrote The EU AI Act Handbook, so I can help with risk classification, gap analysis, and building a compliance roadmap β and I'll be direct about what requires a notified body versus what you can self-assess.
Code review, architecture assessment, technology stack evaluation, security and compliance audit, scalability analysis, team capability evaluation, and a detailed report with risk ratings and recommendations.
NDA available. I work with sensitive technical information regularly and follow GDPR best practices. For code review, we can use secure access methods and I never retain copies of your code.
Yes. I'm Berlin-based but work with startups globally (EU and US). All advisory work can be done remotely via video calls, async communication, and shared documentation.
Book a free 15-minute intro call. I'll help you identify the right engagementβwhether it's a feasibility assessment, due diligence prep, architecture design, or ongoing advisory.
Yes. For pre-seed startups with limited capital, I can structure engagements with an equity component. This aligns our incentivesβI'm invested in your long-term success. Equity discussions are handled respectfully and transparently. Reach out to discuss if this might work for your stage.
Yes. Advisory engagements can include hands-on development and design when neededβprototypes, architecture implementation, code reviews, or targeted build-outs. I'll scope what makes sense for your engagement.
AI/ML Β· 12 min read
Head-to-head MLX vs PyTorch MPS comparison of Karpathy's autoresearch on an M2 MacBook Pro 16GB. Inc...
AI/ML Β· 18 min read
The honest data on where AI agents work, where they fail, and why engineering discipline matters mor...
AI/ML Β· 10 min read
A practical guide to sharing memory, skills, and rules across multiple AI coding tools using MCP kno...
Interested in working together? Get in touch or schedule a consultation.