Systems + Data
Product, data, and technical leadership when complex systems need direction.
I help teams untangle complex product, data, and operational systems — defining new products, improving workflows through data, automation and applied AI, and stepping in when organizations need steady technical direction.
Much of my work involves helping teams make complex systems understandable again so they can operate them effectively.
Platform modernization
What began as a technology assessment became a multi-year fractional CTO engagement focused on architecture, infrastructure, and delivery.
Delivery leadership
What began as an organizational assessment and priority-alignment effort became a fractional delivery leadership engagement guiding a cloud-based water modeling and decisioning platform.
Operational systems
What began as an Airtable engagement became broader process and systems work — helping the organization model how planning, resources, and reporting actually flowed.
Workflow redesign
What began as a process mapping and buy-vs-build evaluation became a meal-planning platform buildout that transformed a highly manual dietitian process into a structured operational system.
These projects span different domains, but the pattern is consistent: a system has become hard to reason about, and progress depends on making it understandable again.
Most teams I work with find themselves in one of these situations.
You’re hiring, reorganizing, or navigating change — and need steady technical direction.
Work is getting done, but too much of it is repetitive, fragile, or invisible.
You have momentum or pressure — but not yet a plan teams can confidently execute.
If none of these resonate, you probably don’t need me — and that’s okay.
I adapt to the team, the moment, and the level of clarity — shifting between strategy and execution as needed.
I can work alongside your team or independently, depending on what will create the most momentum. Sometimes that means guiding decisions; other times it means owning delivery.
I use low-code tools, data models, AI, and lightweight visualizations to make ideas tangible early — so teams can react, learn, and converge on the right scope before locking into execution.
I’m comfortable operating as a strategic advisor or rolling up my sleeves to execute. The goal isn’t process — it’s helping teams move forward with confidence.
Practical progress you can see quickly — and systems that hold up after I’m gone.
Decisions are made deliberately, scoped clearly, and sequenced so teams know what matters now and what comes later. The result is forward motion without churn.
Prototypes turn into tools people actually adopt—backed by clean data models, automation, and applied AI. When it’s time, the patterns are ready to scale.
Teams leave with a cadence they can sustain: visible progress, clear ownership, and handoffs that don’t collapse after launch.
This work tends to be most effective when teams are open to clarity, iteration, and shared ownership.
Not greenfield brainstorming, but meaningful decisions where tradeoffs matter and momentum counts.
You’re not just looking for execution. You want help framing decisions, testing assumptions early, and reducing risk before it compounds.
You’re comfortable reacting to prototypes, models, and early signals — using them to shape direction before plans harden.
The goal isn’t long-term reliance. It’s leaving the team clearer, more capable, and better positioned to move forward independently.
If you’re looking for a plug-and-play delivery team, this probably isn’t the right fit. If you’re looking for clarity and momentum that lasts, it often is.
NEXT STEP
Send a note with what you’re working on, where you’re weighing tradeoffs, and what kind of clarity you’re looking for. If it’s a fit, we’ll decide what makes sense next.
No sales layer. No handoffs. Just a direct conversation.
