Jesse Thomas Do

Systems Architect. Risk Strategist. Conceptual Engineer.

Operating at the intersection of data infrastructure, platform compliance, applied semiotics, and AI-augmented engineering.
Available for full-time roles, contract engineering, and strategic consulting.

Let's Talk
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Who I Am, and Why You Might Want Me in the Room

I'm Jesse Thomas Do—a Systems Architect, Risk Strategist, and Conceptual Engineer working at the intersection of data infrastructure, platform compliance, and applied semiotics — fluent in whatever AI tooling moves the work forward.

I'm a generalist who has earned trust at both ends of the spectrum: eight years stewarding risk systems at Capital One, leading Trust & Safety strategy at Google that protected >$100MM in at-risk revenue, and—on the other side—building a company from zero as a co-founder. I'm the safe pair of hands you hand a fragile, long-running system to, and the same person you trust to stand a new one up from nothing.

The work spans technical credibility, business impact, and original thinking. I architect and ship the systems myself, tie them to outcomes leaders care about, and invent where the field is still open—a U.S. patent filing on blockchain-based credit risk and a long-form essay on the unsolved challenges in AI risk management are part of how I reason in public.

I'm not the person with a pre-built playbook. I'm the one you bring in when the map doesn't match the terrain—and you need someone who can chart the next few miles, then help build the road.

I work best with teams building bravely:

  • Platform and risk leaders standing up controls under real regulatory pressure
  • Engineering and ops orgs holding together systems that no longer scale
  • Founders and operators designing complex tech that has to actually hold up in production

I'm currently available for full-time roles, contract engineering, and strategic consulting—bringing structured insight, clean architecture, and a bias toward calm execution.

Jesse Do
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How We Can Work Together

Three ways teams typically bring me in—each scoped to the level of ownership, depth, and duration the moment calls for.

Full-Time Leadership

For organizations hiring a senior leader to own platform, risk, or compliance engineering.

  • Embedded leadership across data platforms, risk programs, and compliance engineering
  • Architect operating models, hire and grow teams, set technical direction
  • Translate regulatory pressure into roadmaps engineers can actually ship against

Used by: Platform, Trust & Safety, and risk orgs at growth-stage and enterprise companies

Engagement: Permanent, full-time

AI-augmented where it speeds the team up.

Contract Engineering

For teams that need a senior systems engineer to build, not just advise.

  • Stand up data infrastructure, controls, and review tooling under real deadlines
  • Ship audit-ready pipelines, services, and integrations end to end
  • Hand off documentation, automation, and clear owners—not a black box

Used by: Risk, compliance, and platform teams shipping under regulatory or audit deadlines

Typical Timeframe: 4–12+ weeks

AI-augmented where it speeds the team up.

Strategic Consulting

For leaders standing up controls or platforms before they have the team to run them.

  • Audit existing systems, risk surfaces, and operating models
  • Architect target-state platforms, governance, and decision frameworks
  • Deliver a defensible plan—plus the artifacts your team needs to execute against it

Used by: Heads of Platform, Risk, Trust & Safety, and Compliance Engineering

Typical Timeframe: 2–6 weeks

AI-augmented where it speeds the team up.

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Why Me?

Because you don't want a Yes-man.
You want a systems thinker who's also a builder.
Someone who doesn't panic in chaos.
Someone who can hold nuance and still move forward.

Here's how I work:

  • I bring technical credibility — I get my hands in the data, process, or code and build the thing myself
  • I tie the work to business impact — revenue protected, risk reduced, time given back to the team
  • I lead and invent in the open — frameworks, a patent, and published writing on risk theory
  • I co-create solutions that match your context, not someone else's playbook
  • I listen deeply, ask the questions others won't, and then I ship
  • I treat AI as a force multiplier — picking up whatever tool fits the problem and folding it into how the work actually gets done

I'm not trying to scale an agency. You'll work with me directly. And I'll care a lot about doing it well.

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Let's Make Something Work

I take on a limited number of projects each quarter.
If you have a need—or even a hunch—we should talk.

Send Me a Message

Email: contact@jesse.do

Phone: 917-715-6334

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