theratekeeper.ca

the_rate_keeper

I ship. You don't.

I build things that actually work — products, systems, automation, decision infrastructure. No PowerPoints. No six-week roadmaps. Just code, ops, and AI doing the heavy lifting. I operate across planning, building, and shipping. Not a specialist. A generalist who finishes things.

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About

I don't do ideation. I don't do strategy decks. I do shipping. Product design, systems architecture, automation infrastructure, decision support tools — whatever it takes to move from idea to working product. I care about structure and clarity because sloppy systems fail when they get real pressure.

Most people specialize in one lane. That's fine if you like solving the same problem forever. I work across the full stack: planning, coding, ops, workflow design. I use AI not as decoration but as a core part of the build process. When I touch a problem, it stays fixed.

Product That Ships
Systems That Scale
Automation That Works
Zero Bullshit

Meet the Team

The people and operators behind the work.

Laurie

Manager / Coordinator

Makes sure we don't drown in our own chaos. Tight priorities, clean comms, no moving parts breaking.

Monica

Admin / Family Ops

Handles mail, calendar, family logistics. Unglamorous. Critical. Never breaks.

Jared

Support / Ops

Stops systems from catching fire at 2 AM. Handles whatever broken thing is on fire today.

Dinesh

Idea-to-Project Operator

Kills bad ideas before they waste time. Turns concepts into actual projects with backlogs that don't suck.

Richard

SerumOS Lane

The grind on SerumOS. Systems work. Precision instead of vibes.

Gilfoyle

AI Systems Architect

Builds the plumbing. Infrastructure, automation, decision systems. Makes the rest possible.

Projects

Active systems and product surfaces.

LedgerCOMMAND

Live

Where work actually happens. Routed correspondence, approvals, AI-assisted intake. Frontend + backend orchestration + knowledge base. No email death spiral.

Live Repo

Vibe Console

Live

The idea graveyard. Capture, rate, approve, or kill. One place instead of 47 Slack threads. Track what's real, what's dead, what's next.

Live Repo

The Mortgage Actuary

Live

The front door. Scroll-driven hero animation, brand-first design, no fluff. Landing page that doesn't bore you. Static, fast, actually works.

Live Repo

Sub-project

Broker Portal

Brokers underwrite here. Rate discovery, deal tracking, approval status. Real-time. Better than email and spreadsheets.

Live Repo

Sub-project

Intelligence Vault

54 documents. Qualification calculator. DSCR modeler. Compliance checker. RAG system for people who actually underwrite mortgages.

Repo

SerumOS

Live

Track everything you're taking. PK curves, dosing schedules, blood tests. 500+ compounds in the database. Precision ops for serious people.

Live Repo

Sub-project

Compound Intelligence

The reference. Peptides, hormones, compounds. Clinical profiles, PK, regulatory status. Data from PubChem, FDA, RxNorm. Read-only (no prescribing, no BS).

Live Repo

AI Development

Most people treat AI as a feature. I treat it as infrastructure. It's in the build process, not the slide deck. Use it where it cuts iteration time. Use it to tighten systems. Skip it where it adds noise. The only metric that matters is: does the output work?

No hype. No "AI will solve everything." I care about what actually ships faster, cleaner, with less friction. That's it.

Planning

Specs, architecture, decision frameworks. AI cuts the thinking time in half.

Coding

Front-end, back-end, automation. Faster than humans. Better when humans steer.

Operations

Monitoring, automation, decision support. AI runs the boring stuff 24/7.

Workflow Design

AI is a first-class component. Not bolted on. Architected in from day one.