I build AI that does real work inside business software.
I lead AI Engineering at Harri. My teams build Salli, the agentic AI layer on Harri's workforce management and HCM platform, and the machine learning behind Harri's AI demand forecasting, which customers rely on to plan labor and schedules.
Before the GenAI work I spent years in data science: time-series forecasting, NLP on large text datasets, and early-diagnosis models in healthcare.
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More on LinkedInSalli's Team Requests agent
Harri's Meet the Agents, episode 5: an agent that reviews pending time-off and availability requests against balances, coverage, the schedule and overtime risk, and explains each recommendation. The manager makes the final call.
Promoted to AI Engineering Manager at Harri
Alongside the Agentic AI team, I now also lead the Data Science & ML team, bringing Harri's agentic AI and ML work under one roof.
Salli's Timesheet agent
An agent that sorts timecards into ready, pending and needs fixing, resolves missed punches and helps managers approve clean timecards in one action.
Salli's Local News & Events agent
Captures what happens around each restaurant, from concerts to local events, and feeds that context into demand forecasting.