amaan.2.something
Background

The story so far.

Software engineer turned founder. Berkeley. Amazon ML. Cerebro. Now CTO at AirPLAi Sports. A compressed timeline with the specific bits left in, because life isn't linear and neither is this.

  1. Now· now
    AirPLAi Sports

    AirPLAi Sports / Co-Founder + CTO

    Building the AI layer for sports video. Live across leagues from Ball Is Life to the NY Liberty. Five humans plus a fleet of agents because the math of the market we're going after doesn't work any other way.

    airplaisports.com
  2. May 2025
    MIT Sloan

    Won MIT Sloan Sports Analytics 2025 Startup Competition

    Before the WNBA pilot, before the first paid league, before any of it. The validation arc that turned the thesis into a company.

  3. Pre-AirPLAi
    Cerebro

    Cerebro

    Led product, AI, and the tech team. The lesson I keep coming back to: the sports tech landscape has more white space than the headlines suggest. Most of what looks built isn't, and most of what's built isn't what teams need.

  4. Pre-Cerebro
    Amazon

    Amazon · ML / AI Engineer

    Where I learned what rigorous engineering at scale feels like. Also where I learned that rigor pointed at the wrong target compounds in the wrong direction. The pivot to startups was about choosing the target, not about leaving rigor behind.

  5. 2018–2022
    UC Berkeley

    UC Berkeley · Computer Science + Finance

    Wrote my first ML systems, took the first markets seriously, and started thinking about software as leverage rather than as a job. The Finance half is part of why I think about the company side, not just the code.

  6. Always

    Hoops Dojo · Basketball, content, internet

    I was making basketball edits on social before I was making software. Most of what I've shipped since traces back to either obsessing over a game or trying to capture something I saw and turn it into something else. The hoops-to-AI pipeline is shorter than people think.

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Find me elsewhere on platforms. The current writing lives in thoughts.