Building and deploying next-generation software for law enforcement.

• Built & deployed object detection, segmentation and depth estimation CV models (YOLOPv2, YOLOv11, ZoeDepth Estimation) for SafeRide, a novel emergency braking road safety platform deployed in thousands of Honda SUV vehicles.

• Achieved 96% pedestrian detection accuracy across day and night conditions on edge hardware (Qualcomm QCM6490).

[Acquired by Canon Group]

• Led forward deployed engineering for the deployment of new computer vision-enabled algorithm software at customer sites, driving $XM in net-new ARR in 12 months.

• Led development of new churn-prediction ML models deployed across JPM’s $10B+ deposit base, contributing to an $80M reduction in customer outflows over twelve months.

• Designed and presented to senior leadership live Tableau dashboards tracking results of customer retention campaigns.

• Performed customer segmentation research to identify high-LTV cohorts and drive targeted cross-sell strategies for JPM's other loan products.

• Created Python and Excel analytical models to evaluate credit investment opportunities in retail and energy, leading to 3 realized investments generating $XM in profit.

• Developed automated Python dashboards tracking real-time credit-spread movements, surfacing bond trade opportunities and directly informing $XXM+ in trades over 18 months.