Project-based work helping technology & healthcare companies create product and AI roadmaps, build new analytics capabilities, and bring new products to market. Example projects include:
- Built a 3-5 year AI/ML roadmap for a seed-stage ITOps startup
- Worked with a large drug manufacturer to design & pilot personalized, analytics-based patient education within a web application; exceeded industry engagement benchmarks by 30%
- As interim VP of Partnerships for a healthcare technology startup, led a 20-person organization to increase revenue and customer location count by 15% in one quarter

Led a team of 8 data scientists to build computer vision models that anonymize massive surgery video datasets and automatically extract insights about medical tools, tissues, and surgeon performance
•Brought >8 machine learning models to production in one year with up to 90%+ accuracy (models included image classification, object detection, semantic segmentation, and keypoint tracking)
•Created a medical AI advisory board of >20 leading surgeons; worked alongside board to develop and execute upon a clinically relevant, long-term AI roadmap

Led a team of 9 ML engineers and data scientists that brought dozens of machine learning models to production, including image anonymization (>95% accurate), image and video labeling, object tracking, and others. Models led to >30% reduction in customer project costs, a large reduction in fraud, and profitable new product lines.
•Drove 6-month, company-wide effort to design, build, and launch a 4-D Lidar annotation tool, resulting in new core product line

Led >10 major enterprise product initiatives from inception to launch. Improved usability for >1 million users, reduced customer churn through improved analytics products, created tools that reduced time to onboard new enterprise customers by >80%.
•Drove annual product roadmap & planning process for a team with a $X00 million budget, driving YoY revenue growth of >30%

Led a 5-person mathematical computing team to develop portfolio optimization software that manages over $80 billion in retirement assets. Reduced error rates by >80%, patented a tax optimization algorithm, built multi-year product roadmap