Everything I build starts from the same discipline: real data in, a transparent process, and an answer that explains itself. No black-box scores.
Bashment is a nightlife and culture intelligence platform built to help patrons discover what's happening, and to help promoters, venues, and artists make better decisions using data and predictive intelligence.
The core model runs one direction, deliberately: data feeds a prediction, every prediction ships with an explanation, and only then does the system recommend an action worth taking.
A parallel track applying the same discipline outside of nightlife — exploring how AI and automation can transform manual, fragmented workflows across government and operations, where the biggest gains usually hide in the steps nobody wants to touch.
The approach: start with transparent, statistical baselines before reaching for machine learning, and evolve toward ML only once there's enough historical data to earn it.