(a) — BUILD LOG
Projects
What I'm building right now — agents that do real work, and ML/AI products that turn messy data into decisions. Every project links to its repository.
Agents
Autonomous and semi-autonomous systems that take a task end to end, with clear limits on what they're allowed to decide.
Aiva
IN PROGRESSAn AI assistant agent I'm building to handle multi-step user requests end to end — understanding intent, calling the right tools, and knowing when to hand back to a human.
PM Co-pilot
EXPLORATIONA working assistant for product work: turning messy inputs — tickets, notes, feedback — into structured problem statements and decision-ready summaries.
ML / AI products
Models and tools wrapped in a product: the insight matters only if someone can act on it.
ReviewIQ
IN PROGRESSAn NLP tool that aggregates customer reviews and surfaces aspect-level sentiment insights — pros, cons, and trending complaints — using traditional ML.
Tanzania Tourism Price Predictor
SHIPPEDA regression model that predicts the total cost of a tourist's visit to Tanzania from trip and traveller attributes.