01 Florida Panthers
National Hockey League franchise · Sunrise, Florida
Which nights, and which products, actually make money?
I built forecasting models across food and beverage, merchandise, parking and
membership renewals, then turned the output into recommendations their executives
could act on. A twelve-thousand-seat arena and a twelve-table restaurant are asking
the same question about a Friday night.
random forest regression · temporal feature engineering · MAE and R² evaluation
02 U.S. Department of Defense
Army Vantage · deployed and in service
Where is the one signal in ten thousand documents nobody has time to read?
I built natural language models that read long records and rank what matters by
severity and confidence. They are deployed and in use in Army Vantage. I briefed the
results to DoD and ODNI leadership. Most businesses are drowning in a smaller version
of the same problem: years of orders, reviews and records nobody has opened since.
BERT · BigBird · Longformer · automated labeling and annotation schemas