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Dan Gervais - CTO in Escondido, CA

Dan Gervais

Executive technology leader specializing in big data, AI/ML, and SaaS platforms

Collective Data SolutionsUC IrvineEscondido, CA28 Years ExperienceExecutive LevelWorks On-Site

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About

Hands-on IT/engineering executive who has led high-impact architecture changes and compliance-driven data systems. Notably built an internally developed columnar database at Troparé (with dual-support UI for legacy/new DBs) and shipped an MVP in 3–4 months with dramatic performance improvements, and previously delivered PCI/opt-out compliant deletion workflows while addressing DB performance and migrations.

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Key Strengths

  • Designs solutions that balance business needs with elegant, extensible engineering
  • Led PCI/opt-out compliance data deletion work, resolving DB performance issues via stopgap process plus longer-term migration
  • Exec-level prioritization and time management across customer-facing needs, strategy, and hands-on coding
  • Builds adaptable architectures and iterates quickly using solid SDLC and Agile practices
  • Scales engineering orgs with emphasis on culture, internal talent development, and clear success metrics
  • Led major re-architecture: built an internal columnar database and migrated UI to support both new and legacy DBs; delivered MVP in 3–4 months with major performance gains

Reference Highlights

Strongly Recommended
  • successful leader of several engineers
  • effective at executing technology goals aligned to the business
  • strong technical leadership on complex, high-stakes projects
  • helped maintain a major client contract for 6 years (Sprint project)
  • effective at hiring strong engineers
  • helped grow team from 3 people
  • implemented team processes to improve communication/efficiency (stand-ups)
  • calm under pressure
  • quickly diagnosed and fixed scaling issues during high-traffic events
  • innovative in data processing approaches
  • reduced processing time and expense
  • Outstanding; would rehire
  • Highly ROI-savvy; prioritizes initiatives to business objectives
  • Delivered major cost savings ($700K+ annually) without losing data access
  • Drove AI initiatives to improve efficiency and reduce workload/headcount
  • Improved team discipline and developer productivity dramatically
  • Improved team morale
  • Created formal review process and faster career advancement opportunities
  • Handled high-pressure 24/7 SLA environment extremely well
  • Proactive problem-solver; fixes issues and identifies needed changes
  • Strong product leadership; owned product direction and new products
  • Effectively managed both development and data science

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Experience

CTOCollective Data Solutions · Aug 2024 – Jul 2025
Vice President of EngineeringStrong Org Fitness · Jul 2022 – Jan 2024
Chief Technology OfficerTroparé Inc. · Mar 2013 – Aug 2022
CTO/COOTargetSafety · Apr 2003 – Jun 2011
VP TechnologyRealLegends · Feb 1998 – Mar 2003
CTO/COORefluxMD · Jan 2012 – Jan 2014
FounderDecisionsGroup · Jul 2006 – Presentfreelance
CTO/Board MemberSecond Chance Toys · Sep 2011 – Present
CTOTroparé Inc. · Mar 2013 – Aug 2022
CTO/COOVector Solutions · Apr 2003 – Jun 2011

Education

UC Irvinemaster, Executive Master of Business
UC San Diegobachelor, Visual Arts, Computer Science
Gompers Secondaryhigh_school, Computer Science

Awards

  • Dean's Scholar - UC Irvine
  • Beta Gamma Sigma member
  • Beta Gamma Sigma - UC Irvine

Languages

English

Publications

1 publication

Data management technologiesBig data platformsDatabase systems

Memberships

  • Beta Gamma Sigma

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Dan GervaisExecutive technology leader specializing in big data, AI/ML, and SaaS platforms