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Crowdsourced alpha-capture

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What We're Building

Estimize is an open financial estimates platform designed to collect forward looking financial estimates from independent, buy-side, and sell-side analysts, along with private investors and academics.
By sourcing estimates from a diverse community of individuals, Estimize provides a more accurate, more timely, and more representative view of expectations compared to sell side only data sets which suffer from several severe biases.

60,000+ analysts contribute, resulting in coverage on over 2,200 stocks and 80 economic indicators each quarter. The Estimize consensus has proven more accurate than comparable sell side data sets over 74% of the time and by 15% on average.

Contributors to the Estimize platform receive free access to view our data in return for their honest pseudonymous contributions. Estimize manages the honesty and quality of contributions via several machine learning algos and statistical methods, along with a human layer of review (human brains are still useful!).

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Estimize Team

Leigh Drogen
Founder and CEO @Estimize, @Surfview Capital • Worked at @StockTwits, @Geller Capital • Studied at University of San Diego
Brian Smith
CTO @Estimize , Founder @QRawr, former VP of Engineering @KidZui , former Peon @Google . Full-stack engineer and entrepreneur.
Greg Neufeld
Founder @ValueStream Ventures. FinTech and NYC tech evangelist. Left hedge funds for startups. Worked and networked hard @Babson College.
Josh Dulberger
headofproduct@estimize, datascience@bluejeans, r&d@intela, founder@liftninja, phd@cuny_gradcenter, strategy@ibm, projectmanager@nwconstruction, undergrad@reed
Cynthia Koo
Lead Designer @Estimize • Co-founder @EEME • Data Analyst @Wunderman • 30 Under 30 Young Direct Marketer
Danielle Berger
Vanderbilt University, Major: Marketing Financial Strategies, Previously Interned at J.P. Morgan
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Estimize Investors

Greg Gilbert
Partner at Agilic Capital. Long-time seed, VC and growth investor. Counselor of companies and investors. Entrepreneur.
Songhua Hu
Founder @Tenantify and @Bloominous. Strong business background (@McKinsey & Company, @Enova, @Google). Coder and MBA @Kellogg School of Management.
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