Caleb Williams is a financial strategist and data scientist who helps investors make smart decisions when deploying capital into manufacturing and deep-tech investment opportunities. He has spent the past 10 years working in a variety of finance, corporate development, and M&A roles and most recently served as a Vice President at boutique investment bank Quilty Space.Caleb is a published financial researcher and expert in machine learning whose work has been featured in media outlets such as Forbes, Kiplinger, WIRED, and Aviation Week. His most recent work, "Picking Winners: Identifying Features of High-performing Special Purpose Acquisition Companies Using Machine Learning" was released in the peer-reviewed Journal of Risk and Financial Management.In addition to his professional involvement, Caleb is an active start-up advisor and serves as the co-host for the annual SATELLITE Start-up Space competition, and as an Advisory Board Member for the SXSW Start-up competition.www.cjw-analytics.comSoftware: Python, Orange, SPSS, Minitab, @Risk, PowerQuery, PowerBI, SEER, PCEC, NICM, NAFCOM