AI Strategy
Roadmaps, product scoping, ROI analysis, and build-vs-buy guidance.
AI strategy meets engineering
From idea to production: machine learning R&D and pragmatic strategy.
Services
Engineering
Prototyping to production: modeling, evaluation, MLOps, and scaling.
Audits
Model and data audits, risk and safety reviews, performance tuning.
Expertise
ETH Zurich-trained machine learning researcher (MSc) with full-stack AI experience: deep learning, reinforcement learning, evaluation frameworks, and productization. Bridging leadership and engineering to deliver reliable, measurable outcomes.
About
Defokue Consulting is a firm based in Switzerland. I partner with AI-first startups and product teams to design, build, and iterate on practical AI systems that serve real users.
Contact
Prefer email for project inquiries; add a brief context and timeline.