● Managed fundraising process, and LP investor relations
● Created product to automate deal sourcing and... more evaluation utilizing the abundance of data on equity crowdfunding platforms, SEC, & other sources
● Created proprietary data-driven algorithms that collect more than 300 data points on every company, and score companies based on valuation, market, team, differentiation, and performance
● Created a proprietary... more ranking and rating algorithm for equity crowdfunding startups, based on 300 data points we collect and structure.
● Started with descriptive models, then moved to predictive ML/AI models.
● Managed the product lifecycle of Ratings, analytics, and Portfolio Management products including: customer understanding, strategy, product development, metrics tracking, in coordination with cross functional teams.