Building AI companies through rapid product execution.
I transform complex problems into AI-powered products, intelligent systems, and digital infrastructure. From idea to production in days instead of months.
Building financial intelligence for Africa's music industry.
Remote, Global
Open to founder collaborations and AI consulting.
Every skill here was learned to remove the next bottleneck in building companies. Nothing was collected for a resume.
Design improved communication. Engineering enabled execution. AI accelerated development. Systems thinking unlocked leverage.
The result is a single practice rather than a set of roles. I can take a problem from framing to a working product without handing it off, then keep improving it in public.
Every product expands my understanding of systems. Every system expands the range of problems I can solve.
African artists and rights holders lose income because royalty data is fragmented, delayed and unverifiable.
AI powered revenue intelligence that reconciles metadata, tracks earnings and surfaces missing money across platforms.
Become the financial infrastructure layer for Africa's music industry.
Founder throughput collapses when decisions, planning and execution live in disconnected tools.
A personal AI execution system that captures context, plans work and runs agents against it daily.
An operating layer any founder can run their company on.
Solo experts carry the ideas but lose the publishing rhythm, so their best thinking never reaches an audience.
A content co-pilot that captures voice notes, shapes angles, co-writes in the author's own voice and publishes straight to their blog.
Make consistent, credible publishing a background process.
Teams spend months validating AI ideas that could be tested in days.
A rapid design and development system that takes AI concepts to working products inside a single sprint.
A studio that ships one credible AI product every month.
Children learn through questions, but most software answers with distraction.
A voice first educational assistant that teaches through conversation, with parents in the loop.
Safe, patient learning companions for every child.
Platform ranking, 2026
Revenue intelligence for African music
Founder operating system, in daily use
Everest Business Group
SkillHat
Intake 2026
Content co-pilot for solo experts. React editor with a FastAPI backend that streams Claude for collaborative drafting.
Support triage tool that pulls community threads and drafts engineer-grade replies for review.
Health tracking interface exploring how AI can summarise personal signals without alarming the reader.
Reusable scaffolding used across studio engagements, from first screen to deployed prototype.
Fluency across builder platforms is why an idea reaches production in days. This is the compounding edge behind every product below.
Build before perfect.
Execution compounds.
Prototype everything.
Systems over motivation.
Curiosity creates leverage.
Software should reduce friction.
Moved from building products for others to owning a problem worth a decade. Customer discovery, product and fundraising run in parallel.
Turned AI capability into shipped products for founders and teams, which became the studio model I operate today.
Learned execution. Building the software myself removed the dependency between having an idea and testing it.
Learned product thinking. Understood that the interface is downstream of the decision.
Learned communication. Visual craft became the foundation for everything built since.
Papers, model releases and primitives studied against live products rather than in isolation.
Reading and contributing to the repositories behind the tools I build on.
Compressed build cycles used to test ideas and meet builders. Musixmatch Musicathon 2026 is the most recent.
Applying to add business, strategic and international depth to an existing building practice.