You understand your CAC, but how much does it cost to serve your customers? The Lumopath AI Agent analyzes activity across all your tools to automatically give you an understanding of your Cost to Serve (CTS) across customers, segments, and teams - revolutionizing how you tackle staffing, pricing, and account prioritization.

By applying cutting edge computer science techniques to the most popular CAD Platforms, cloudFab automates your end-to-end design process - from quote management through final fabrication drawings - so you can increase throughput, minimize manual error, and sell more product.

Founding team with the CEO/cofounder of Thinknear. Led the data analysis, data science, and product management functions as the company scaled from 0-40 people and from no revenue to 8 figures. Sense360 was acquired by Medallia. • Developed and maintained ML models that analyzed and visualized foot traffic data (2M consumers, 100M+ data points/month), attitudinal survey data, and transaction data (6M consumer, 30M+ data points/month)• Developed anomaly detection tool for large restaurant brands to automatically detect abnormal user behavior changes at the regional level (e.g. "Competitor X is stealing breakfast traffic over the last 30 days at an increased rate in Chicago, with 99% confidence"), available to customers via dashboards

• Managed team responsible for delivery and optimization of entire ad network with spend of $4.8M/year• Launched Location Score, a product responsible for grading the accuracy of every location targeted ad andgiving internal teams and customers an easy to understand tool for balancing precision and recall

• Built fraud detection models that focused on detecting and preventing large scale fraud, eliminating $10M+ in lost revenue/year• Optimized loan amount calculations and credit models for Australia and Canada lending, reducing overall default rate by 70 bps while increasing approval rate by 350 bps