Andy & Co. Data & Automation · Japan ⇄ Europe
● Available for new projects

The data and automation
your team is missing.

I do the thinking and the building. From the first call to the thing that actually runs.

Book a free audit → See the work

Senior data scientist, Micron · co-founder of Stratovisa · five languages

The “& Co.”? That’s you. Let’s collaborate.

What I do

Insight → Workflow → Software.

Start with analysis. Automate what works. Build only when needed.

Analysis

Decision-ready findings

audits · forecasts · dashboards

Automation

Workflows that run without you

reports · invoicing · data sync

Product

Tools built for real work

internal apps · portals · integrations

The offer

More output.
Same team.

Your team is buried in copy-paste, re-keying, and reports by hand. I make it run on its own.

Quick wins

reports · email → sheets · invoices

Fewer errors

no more manual re-keying

Yours to keep

docs · handover · runs itself

Hours-back guarantee

We agree up front how many hours it should save. If month one doesn’t hit that number, I keep working for free until it does, or you don’t pay.

The free audit

See where your team is losing time.

A short call and a one-page look, with two or three automation or data ideas you can act on. Free & no obligation.

Book my free audit →

What happens next: most first automations go live in days, and I show you exactly how many hours your team got back.

Stratovisa — a live UK-visa document checklist product
Proof I deliver

Stratovisa

A multilingual, cross-border SaaS I built from nothing to production, on my own. Two people trusted it enough to co-found the company with me.

See it live ↗
andy@stratovisa.com
Work

Real problems, and what I built to fix them.

  • Situation Reports that only got made when someone had time.
    Response

    Automated Report Flow

    Now they build and send themselves, on schedule. No one has to touch it.

    View project →
  • Situation Invoices typed into spreadsheets by hand, one by one.
    Response

    Invoice Automation

    Email comes in, the data lands in the sheet automatically. Zero manual entry.

    View project →
  • Situation Capacity and demand planned without reliable models.
    Response

    Smart Manufacturing Analytics

    Planning tools adopted across 3 global plants. Scenario planning went from days to hours.

    View project →
  • Situation Hundreds of machine placements, planned by hand in CAD.
    Response

    Layout Optimization

    Automated the whole layout. +30% floor use, and a week of planning dropped to under an hour.

    View project →
  • Situation Data with no story behind it, so it never drove a decision.
    Response

    Data Storytelling

    Raw behavior data turned into an interactive dashboard that makes the pattern obvious.

    View project → May take 30 seconds to load.

I speak your language, and I build the thing.

Most cross-border projects need one person to bridge the culture and another to build the tech. I do both, in five languages:

日本語 Nederlands Deutsch English Tiếng Việt
How I work

Built around your operation

I learn your team, your constraints, and the decision it needs to support before I build.

It starts with your data

Most automation breaks because the data underneath is messy. I get yours clean and reliable first, so what I build holds up.

A working tool, in your hands

Software that runs, straight into how your team works. Real output from day one.

Background

Track record

7+ yrs Senior Data Scientist, Micron
Fortune-500 semiconductor manufacturing
4 countries EN/JP liaison across global fabs
1000+ stakeholders across global production
Stack SQL Python Modeling Optimization AI TypeScript Web
● Available for new projects

Let’s find where your team is losing hours.

Book a free audit and I’ll come back with two or three things worth automating, and what each one would save you. No cost, no obligation.