Work

Systems I built, documented, and audited.

Each project below is described the way I would defend it in a review: what the problem was, what I actually did, the evidence behind the claims, and what it still doesn’t do.

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The executive dashboard, updated over WebSockets as operational events land.

LiveProduction Prototype2025 - 2026

HotelMind AI

A hotel operations platform with a predictive layer - and a published analysis of where it falls short.

Role: Sole builder - product, analysis, engineering, data, and ML
Disciplines: Product ManagementBusiness AnalysisSoftware EngineeringData EngineeringMachine LearningGenerative AIMLOpsCloud & DevOps
Key figures: 5 repositories in the system5 problems / 10 artifacts trained prediction models20 functional requirements documented

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