Madison Hawkinson
Principal at New Enterprise Associates
Madison Hawkinson
Principal at New Enterprise Associates
San Francisco Bay Area
Overview
Work Experience
Principal
2024 - Current
Invests in infrastructure, dev tools, data, agents and AI from seed - Series B. Leads internal firm-wide data & AI platform for data-driven investing.
Investor
2022 - 2024
Invested in infrastructure, developer tools, data, agents, generative AI, and AI/ML at the earliest stages. Advises on generative AI and data product strategy for startups of all sizes. Investments: Delphina.ai, Probabl.ai, Mindtrip.ai, Fixify.com, Sygmahq.com and SelfInspection.com Other Companies I Worked With: SyncComputing.com, Definite.app, Noteable.io (acq by Confluent), Rafay.co https://www.costanoavc.com/a-data-scientists-next-career-experiment-investing-at-costanoa/
Head of Data Science and Machine Learning
2021 - 2022
Led data science, machine learning and infrastructure for ecommerce product optimization including the ML platform, dynamic pricing optimization, demand forecasting, marketing, data-driven acquisitions, and product lifecycle. Deployed multiple systems leading to $100Ms+ in incremental EBITDA measured through experiments. Led team of 19 data scientists, ML engineers, platform engineers and managers.
Head of Data Science
2020 - 2021
Led data science, product and engineering for $2B venture capital fund including building the data science platform and product roadmap for data-driven venture capital investing, fund management and diligence. Managed team of data engineers, software engineers, data entry teams, and data scientists/analysts.
Data Science Manager
2020 - 2020
Led team's research across the auction, ads ranking, personalization, explainability, responsible AI and ML platform. Worked primarily with FAIR on autoML, neural architecture search, data mining, feature importance and selection, model evaluation and performance optimization.
Senior Data Scientist
2019 - 2020
Data Scientist
2017 - 2019
Researcher
2017 - 2017
Research Fellowship on Product Pricing on seed startup
Investment Banking Summer Analyst
2015 - 2016
Technology Coverage
Investment Banking Summer Analyst
2015 - 2015
Consumer & Retail Coverage
Researcher
2015 - 2015
Management Science & Engineering department with Lockheed Martin
Researcher
2014 - 2015
Center for Entrepreneurial Studies and the Startup Garage
Research Intern
2014 - 2014
Research on Investment Trends and Startups