5-Out
Rob Churchill is a Data and Machine Learning Consultant at Incentivio since February 2024, focusing on the research and implementation of machine learning and statistical models for customer data classification. Currently serving as the Head of Data Science at 5-Out since January 2022, Rob directs predictive analytics and machine learning model development to enhance restaurant performance. Previous positions include a Graduate Research Assistant at Georgetown University, where Rob developed algorithms for topic modeling, and a Software Engineer and Data Scientist Consultant at Churchill Consulting Engineers, where Rob streamlined business processes through database solutions. Rob holds a PhD and MS in Computer Science from Georgetown University and a Bachelor's degree in Computer Science from Boston University.
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5-Out
5-Out helps your restaurant maximize profitability by forecasting sales and helping you make better labor and purchasing decisions. 5-Out automatically aggregates data from internal (POS, labor scheduling, reservations, events) and external (weather, traffic, events) sources and uses next-gen machine learning to accurately predict upcoming sales with 95% confidence. The 5-Out labor and purchasing modules monitor your staffing and cost of goods against your predicted sales to ensure that you’re staying on budget. Integrate with your existing systems - like Toast, Square, and 7Shifts - and start using 5-Out in 5 minutes.