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Web Begole

Co-Founder and CTO at MarketReader

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Overview

Web Begole is Co-Founder and CTO at MarketReader [1][3]. Begole previously served as Founding Chief Technology Officer at Exante Data from January 2016 to April 2022, where Begole transformed a manual, spreadsheet-driven research process into an automated platform of 800,000+ proprietary time series serving 1,500+ institutional clients including central banks [2][6]. Begole has emphasized that in building real-time AI systems, the reasoning and ability to identify what changed in the world to produce an output matters more than the output itself [2]. Begole holds a BS in Theatre, Photography, Computer Science, and Philosophy from Rochester Institute of Technology (2002–2006) and an MFA in Directing from The New School for Drama (2006–2009) [11][12].

Profile introduction
Source excerptLinkedIn [2]

Here's what I've learned building real-time AI systems for about a decade: the output is the least interesting part. What matters is what changed in the world to produce it. If you can't answer that, you don't have intelligence. You have a guess with confidence scores. I build systems where you can open the hood. Where the reasoning is the product, not just the answer. Two-time founding CTO. At Exante Data I turned a manual, spreadsheet-driven research process into an automated platform of 800,000+ proprietary time series serving 1,500+ institutional clients including central banks. At Market…

Career history

  1. Co-Founder and CTOApr 2021 to presentMarketReader
  2. Technical Advisor & Board MemberJul 2023 to presentIndependent
  3. Chief Technology AdvisorApr 2022 to Nov 2025Exante Data
  4. Founding Chief Technology OfficerJan 2016 to Apr 2022Exante Data
  5. Founder2015 to Nov 2025MarketWebs
  6. Principal Engineer & Data ScientistJun 2024 to Oct 2025Stocktwits
  7. Analyst / Trader / DeveloperJan 2016 to Sep 2025TriBeCa Trade Group
  8. Moderator / Analyst / TraderNov 2014 to Jan 2016AlphaShark.com

Education

  1. BS, Theatre, Photography, Computer Science, Philosophy2002 - 2006Rochester Institute of Technology
  2. MFA, Directing @ New School for Drama2006 - 2009The New School

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