Senior Data & AI Engineering — On Demand

Systems that
pay for themselves.

I'm Michael Janzen — a senior data & AI engineer with 20+ years shipping production software. Hire me for exactly what you need, exactly when you need it: the firepower of a full-time engineer, without the salary, the overhead, or the long-term commitment.

Orders of
magnitude
Running-cost cuts delivered
22 countries
Served in production
Millions / day
Predictions shipped
20+ years
In production software

Senior firepower, only when you need it.

All the capability of a senior technical hire — none of the headcount, ramp-up, or long-term burn. You add expertise, not overhead.

No hire, no overhead

Skip the salary, benefits, recruiting, and ramp — and the risk of a wrong hire. You get senior delivery as a project cost you control, and it ends cleanly when the work does.

One person, a team's range

Full-stack and AI-native: I cover the data, the backend, the app, and the AI on top — work that used to take several people, owned end to end by one.

Adds capability, not burn

I design for the bill you'll pay a year from now, not just the demo that works today — I've cut running costs by orders of magnitude by building lean instead of over-buying. More capability, without watching the meter climb.

Ways to work together

Fixed-scope engagements with clear deliverables and a price up front — no open-ended hourly drift. Prices in CAD, starting points; every project is quoted to fit.

WEB · 01

Website Package

A complete business website — designed, built, and launched, with everything it needs baked in.

Best for — businesses that need to look sharp and get found

  • Custom design and copy help, up to ~5 pages
  • Mobile-responsive, fast, and accessible
  • Contact forms, basic SEO, and analytics
  • Domain, hosting, and launch — all handled
Timeline
1–2 weeks
From$3,600
SHOP · 02

E-commerce Store

A storefront that actually sells — catalog, cart, and secure checkout, built to run.

Best for — businesses ready to sell online

  • Product catalog and easy content management
  • Cart and secure, PCI-friendly checkout
  • Payments, shipping, and tax set up
  • Data, analytics & integrations quoted separately
Timeline
4–8 weeks
From$9,000
APP · 03

Custom App & Internal Tools

Full-stack apps built fast on modern tooling — internal tools, dashboards, portals.

Best for — the tool you keep saying you'll build

  • Design and build on Supabase / Postgres + web
  • Auth, roles, and least-privilege access done right
  • Deployed with a path you can maintain
  • Clear docs and a clean handover
Timeline
2–6 weeks
From$6,000
AI · 04

AI Integration Sprint

Put a real AI capability into your product or operations — not a demo that never ships.

Best for — teams who want AI in the actual workflow

  • Use-case scoping and a build plan
  • LLM integration (Claude & others) into your stack
  • Evals, guardrails, and human-in-the-loop review
  • Deployed, monitored, and documented
Timeline
2–4 weeks
From$7,500
AUTO · 05

Workflow Automation

Replace a manual, repetitive process with an AI-assisted one that runs itself.

Best for — ops, support, and data-entry drag

  • Map the process and find the real bottleneck
  • Build the automation, with sensible fallbacks
  • Monitoring and alerting so failures surface
  • Handover docs your team can run without me
Timeline
1–3 weeks
From$4,500
DATA · 06

Data Foundation

One clean source of truth your whole business — and your AI — can trust.

Best for — scattered, messy data and no data team

  • Schema design and data modelling built to last
  • Ingestion pipelines from your sources
  • Validation gates, dedup, and entity resolution
  • Postgres / Supabase or cloud warehouse
Timeline
3–6 weeks
From$9,000
FRAC · 07

Fractional Data / AI Engineer

Senior engineering on tap — a few days a month, owning the hard parts.

Best for — ongoing needs without a full-time hire

  • Standing capacity you can rely on
  • Architecture ownership and direction
  • Priority response and a real partner
  • Scale up or down as you need
Engagement
Monthly
From$4,000/mo
AUDIT · 08

Systems & Cost Audit

Find what's fragile and what's overpriced — before it bites or bankrupts you.

Best for — rising cloud bills and unclear architecture

  • Review of your data / AI stack and pipelines
  • Cost model and where the money actually goes
  • Risk and reliability read
  • Prioritised, plain-English roadmap
Timeline
~1 week
From$2,500

How an engagement runs

Predictable and low-drama. You always know what's happening, what it costs, and what you'll have at the end.

01

Scope

A call, then a fixed written proposal — scope, price, and timeline. No open-ended hours.

02

Build

I ship in short cycles, with working software you can see and react to along the way.

03

Review

You get it the way I'd want it: tested, documented, and genuinely yours to own.

04

Handover

It runs without me. I stay on retainer if you want me to — never because you're stuck.

Proof, not pedigree

A career of building systems other teams then depended on. A few that stand out.

Orders of magnitude
Replaced an expensive third-party system with a lean custom build — a fraction of the running cost, and it became the team's source of truth.
31 jobs · 22 countries
The first ML recommendation pipeline at a global company — fully automated, millions of predictions a day.
1 standard, every job
Co-built the CI/CD framework that became the deployment standard every ML job there now uses.

“Caught bad data before it hurt the business” — I've built the validation and reconciliation tooling that surfaces where source and warehouse quietly diverge, before anyone makes a decision on wrong numbers.

Data quality & trust

I co-built the framework that operationalised AI tooling across a whole engineering team — the patterns and standards they still build on.

Platform & multiplier work

Full-stack data-quality app, backed by Postgres, that let non-engineers build their own validation pipelines — auto-deploying the jobs behind them.

End-to-end delivery
About

Twenty years of shipping the thing, not just speccing it.

I spent my career building production systems at scale — six years of it as a senior data engineer on Google Cloud (BigQuery, Dataflow, Airflow, Pub/Sub, Vertex AI), and close to two decades of broader software engineering before that.

I've been fully remote since 2020 and AI-native for years — daily Claude Code use built into how I plan, build, review, and debug. It's not a novelty in how I work; it's the reason one person can now own what used to take a team.

I work best on the problems that sit between disciplines — where the data, the app, and the AI all have to line up. If that's the kind of thing keeping you stuck, we'll probably get along.

Based
London, ON · Canada
Working
Remote worldwide
Focus
Data & AI systems
Stack
Python · SQL · GCP · Postgres
AI
Daily, in production
Engagements
Fixed-scope · Retainer
Let's talk

Tell me the problem.

I'll tell you honestly whether I'm the right person to solve it — and if I'm not, who might be. First call is free and no-pressure.

Prefer email? michael.g.janzen@gmail.com

Request a call

I usually reply within a day or two.