Turning complex reasoning into reliable AI systems.

I help teams ship explainable AI systems, exploring agent workflows, and financial crime detection platforms that hold up under real operational and compliance pressure.

• 15+years of embracing computer science, focused on AI-empowered systems
• 5+years designing financial crime detection for regulated environments
• PSM Ⅰcertified Professional Scrum Master

I enjoy exchanging notes with founders, researchers, engineers, clinicians, and operators working on agent reliability, medical AI, financial-crime systems, and cognitive architectures.

Bring a difficult problem, a contrarian thesis, a paper, or an ambitious idea.

How I work

For long-term collaboration: 3 dedicated days of deep, focused attention per week, or fully asynchronous engagement, whichever fits the project better.

For short-term needs: one-off consultation on a specific problem or decision.

What I help with

Good fits include: technical due diligence and architecture, agent-system prototyping and evaluation, regulated-AI product development, and open-source or applied-research collaborations.

• Prototyping, experimenting with code in playgrounds, and MVP drafting.

Collaborations

Open to business cooperation, R&D collaborations, and longer-term engagements.

I partner with founders, product teams, consultancies, and research-minded organisations building reliable AI in complex or regulated domains.

If you have a difficult system, a promising thesis, or a client problem that needs senior technical ownership, let's talk.