Systems
A portfolio of systems and research programs in development. Each program begins with a defined problem, a clear stage and evidence that can be examined. Research directions are not presented as finished products.

8thGuard
Defensive intelligence for digital finance and digital assets. Research and tooling focus on fraud signals, wallet risk, transaction integrity and practical safety for emerging markets.
Aunatron Sports
Movement analysis for training and performance, beginning with boxing and structured workouts. It examines visible form, timing, balance and coordination and presents confidence-labelled feedback for review.
Nsem
Language intelligence for African languages and multilingual contexts, focused on speech, translation, symbols and locally grounded knowledge systems.
Autonomous logistics · resilient energy systems · intelligent settlements · robotic construction