A data scientist who builds the analysis and the tool — not just the recommendation.
Demand, forecasts, or priorities shift faster than planning processes can adapt — leaving decisions anchored to assumptions that no longer hold.
Equipment behaviour, qualification states, and operational constraints make capacity and feasibility harder to evaluate cleanly.
Competing priorities — service, cost, mix, inventory — turn into hard calls when tradeoffs and downstream impacts aren't visible.
Decisions sit across disconnected spreadsheets, reports, and assumptions that no single view reconciles.
Evaluate bottlenecks, capacity needs, and the operational tradeoffs behind capex and ramp decisions — sized to the question, not to a framework.
Explore operational outcomes under changing market demand or assumptions — making the shape of risk explicit so decisions hold up when conditions move.
Turn operational and analysis data into clearer planning insight — small, focused tools and reports that surface the few numbers that actually drive the call.
Clarify the operational question, the planning context around it, and the practical constraints that limit what a useful answer looks like.
Evaluate tradeoffs, assumptions, and opportunities using practical analysis — sized to fit the decision and the team that will use it.
Deliver practical outputs — reports, tools, or structured analysis — that support clearer operational decisions and travel back into the team's workflow.
Operational decisions depend on context. I work closely with teams to understand practical constraints and planning realities — analysis without that context tends to miss.
Solutions should fit the problem. I'd rather deliver a smaller, sharper analysis a team will actually use than a more elaborate one that sits unused.
We don't hand you a solution and ask you to adapt. We start with how your team works and build from there — new approaches only earn a spot when they make things genuinely better.
A short note works best — the operational question you're working on, the timeframe, and any constraints I should know about. I reply within a few working days.