2019
Data Manager
Outfox (Dentsu Aegis)
Built and maintained data pipelines, reporting, and campaign analytics
Hey there... AI & auto|
Background, how I work, and what I can do for you. Services and real-world solutions follow in the next sections.
In short
I'm Max — I help businesses stuck between manual spreadsheets, email handoffs, and tools that don't talk to each other. I replace that with automation and AI that actually runs in production, not slide-deck fiction.
My foundation is six-plus years in data engineering and orchestration — pipelines, integrations, and systems that hold up when it matters.
Beyond dedicated work with growing businesses, I've delivered in large, regulated environments — retail, banking, life science, and consumer platforms — with the same focus: measurable outcomes, clear ownership, and production-grade handover.

Brands & teams I've worked with
Clarity before tools — mapping how work really flows and automating what makes an impact.
Outcomes you can measure — fewer hours on routine, fewer errors, traceable runs and set KPIs based on your business.
Ownership — documentation and handover so you're never locked to one vendor or one person.
How we work together
From understanding where AI fits, through automation and intelligent integrations, to autonomous agents that work inside your stack.
Common scenarios
Six recurring situations I see with SMBs — tap a row for how I approach it and what changes.
Expand a scenario for the full approach and concrete outcomes.
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