Tools, models, and systems I’ve helped ship.

Internal web tool to simulate deal scenarios fast across engagements.

Reporting layer that makes risks + KPIs hard to ignore.

Sector comps combining internal + market data for quick storytelling.

Operational + financial model tying routing and utilization to unit economics.

AI revenue intelligence for home-services contractors — customer scoring, reactivation, response classification, multi-channel.

AI career operating system — career graph, opportunity prep, agent orchestration. Multi-user, BYOK from day one.

Market intelligence platform for used oil & gas equipment — mud motors as the wedge segment, with bronze→silver→gold data pipeline.

Prototype to quantify server performance and design a fair, incentive-aligned tip pool.

SQL + Python triage of coordination, routes, and suspicious behavior.

Remote pain assessment capstone using ML under COVID constraints.

End-to-end CV pipeline with attention to data quality and deployment constraints.

Compared simpler ANNs vs deeper CNNs and studied failure modes.

EDA + stats to understand demand patterns and customer behavior.