Advise
AI strategy, architecture review, team mentoring, and technical due diligence from someone who builds production AI systems every day.
I’ve built what most consultants only talk about. When I advise, it comes from active production experience, not theoretical frameworks. Strategy, review, and mentorship grounded in the reality of shipping AI systems.
What You Get
- Written AI strategy documents and multi-year technical roadmaps
- Architecture reviews with specific, actionable recommendations
- Code reviews that catch real issues and raise the team’s baseline
- Team mentoring and upskilling sessions for data scientists and engineers
- Technical due diligence for acquisitions, investments, or partnerships
Best For
Organizations with existing engineering teams that need senior AI guidance: teams adopting AI tools who need someone to set direction, review decisions, and upskill existing staff. PE and VC firms evaluating technical investments.
How I Work
I prefer async-heavy engagements. Written deliverables, video walkthroughs, and deeply considered code reviews. Meetings are for decisions, not status updates. This format delivers more value per hour for both sides and respects the work of senior executives.
Why This Works
I founded and led the AI practice at AstraZeneca Digital Health R&D. I’ve defined multi-year AI strategies and mentored data scientists in enterprise environments at scale. My advice comes from building, not from pattern-matching.