Case studies
Work
Six engagements, from a research proof of concept that made two robots reproduce to an agent platform running live customer conversations. Client names are withheld where the work was under NDA.
An agent platform that holds real customer conversations
Co-founded and led AI for a multi-agent platform that runs autonomous sales and customer engagement for automotive and real-estate clients.
Rust / gRPC
Automating brand compliance for a global payments network
A three-week AI discovery that replaced a 18,000-hour-a-year manual brand review process with an agentic scanner design, across 210 markets.
Computer vision / YOLO
Ninety AI ideas, twenty worth funding
An enterprise-wide AI discovery for a large manufacturer: pain points mapped across five value streams, use cases scored on impact and feasibility, and a roadmap tied to EBITDA.
Value-stream mapping / Data-readiness assessment
Seeing boarding bottlenecks before the staff do
A real-time computer-vision pipeline that detects passenger-flow bottlenecks at boarding gates and alerts staff early enough to protect on-time performance.
YOLO pose estimation / ByteTrack
Teaching household batteries when to buy and when to sell
Forecasting and optimisation pipelines that control home batteries against day-ahead market prices, solar production and household load.
Kedro / Python
Making two robots reproduce
The first end-to-end demonstration of a robot life cycle in real hardware: two parent robots, a new body derived from both, and a controller learned to fit it.
Evolutionary algorithms / CPPN-NEAT