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R. Spencer Fink

The Engineer

2016 — Present

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  1. Now

    Brava

    CTO & Co-founder · 2026 — Present

    Brava is an AI-native performance management platform that replaces traditional annual review cycles with continuous, example-based performance data so managers can make faster and fairer talent decisions. Backed by Zach Weinberg from Operator Partners.

  2. Hypha

    Engineering Manager, previously Member of the Technical Staff · 2025 — 2026

    Hypha is an AI-powered document intelligence platform designed for investment teams. The platform automatically extracts structured data from financial documents like loan agreements, rent rolls, and financial statements, enabling teams to streamline data extraction, portfolio monitoring, and reporting workflows.

    • Owned product strategy, technical execution, and delivery for two major product areas, partnering with design and product from discovery through launch. Transitioned execution to junior engineers while continuing to lead product strategy and architecture.

    • Led a cross-functional team of 4 engineers, 2 designers, and 1 product manager, setting priorities, developing talent, and driving high-quality execution.

    • Redesigned the software engineering interview process to better assess product judgment, engineering excellence, and collaborative problem-solving, improving hiring signal and consistency.

    • Instituted comprehensive production reliability practices, including stronger observability, incident-response processes, release safeguards, and operational ownership, to improve system resilience and delivery confidence.

    • Provided hands-on technical leadership by setting architectural direction, unblocking complex work, and raising the bar for engineering quality across the team.

  3. Meta

    Software Engineer · 2020 — 2025

    Rights Manager

    • Project Go Dark

      Led the development of a compliance framework that enabled instant content blocking and muting across all media usage within the Meta family of apps. This solution ensured regulatory compliance and protected the company from potential violations of music licensing agreements, with no latency impact for end users.

    • Matching Algorithm Improvements

      Spearheaded direction of next-generation media matching algorithms and performed integration into copyright protection tooling, an upgrade that enhanced media detection and cut annual hardware costs by over $10M.

    • Music Metadata Clustering

      Designed a system to resolve ownership conflicts, deduplicate database records, and streamline complex data models for efficient management in the music ownership space.

    Horizon Creator Economy

    • Creator Incentives Bonus Programs

      Designed, developed, and deployed two data-driven bonus programs that incentivized creators to build immersive worlds, driving mobile user engagement and increasing in-world purchases through monetary incentives for top creators.

    • UI Shop

      Designed and developed a fully customizable in-game UI shop, streamlining in-game purchases and empowering both internal game designers and third-party creators with robust tools for creating and managing virtual storefronts.

  4. DBOX

    Full Stack Web Developer · 2018 — 2020

    DBOX is an international creative communications agency that develops innovative, strategic marketing campaigns in the sectors of luxury residential, hospitality, commercial, and cultural property.

    • Played a key role in the full web design and development lifecycle, by providing design input and executing development, hosting, troubleshooting and maintenance.

    • Aid in the development and maintenance of server-side tools powered by Node.JS and Express

    • Employed Amazon Web Services for static site hosting using S3, EC2, CloudFront, and Route53

    • Improved workflow by leveraging continuous integration and deployment with AWS CodePipeline and TravisCI

    • Collaborated with graphic designers, UI/UX designers, CGI Artists, and client-facing project managers.

  5. Prizm Imagery

    Owner / Operator · 2016 — 2018

    • Founded and managed a boutique photography and cinematography business, overseeing client acquisition, project execution, marketing, and financial operations.

    • Delivered premium real estate visuals through professional shoots and advanced post-production editing using Adobe Photoshop, Premiere, and Illustrator.

    • Built strong client relationships, driving repeat business and referrals through exceptional service and quality.

The Student

Education

  • Georgia Institute of Technology

    2026 — Present

    Master of Science (MS), Computer Science. In progress, since Jan 2026.

  • App Academy

    New York, NY · 2018

    1000+ hour software engineering bootcamp with a less than 3% acceptance rate.

  • Emerson College

    Boston, MA · 2009 — 2013

    BA - Film Production

The Observer

R. Spencer Fink: Engineering Leader.

The other half: paintings and films

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