With credentials in systems analysis and operational risk, I build secure automations that connect commercial decisions, internal tools, and financial controls; every engagement begins with my ritual of mapping failure paths in red pencil.
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Broken attribution and casual access sharing make campaign reports untrustworthy; I rebuild the collection flow, define sensible permissions, and trace performance from creative to qualified enquiry. The result is a dashboard marketers and leadership can question without uncovering a new spreadsheet each time. Frequent rail travel has made me ruthless about offline notes and clear handoffs. I document source ownership, metric definitions, and recovery steps so the reporting survives both a bad connection and a change of agency.
Cut month-end reporting time by 62% for a lean subscription business; I build automated cash-flow models and practical decision dashboards, then pressure-test the strategy before it reaches the board—usually after an early-morning climbing session.
Generic campaign copy wastes good audience insight, so I automate research collection, study how prospects phrase their concerns, and write landing pages and email sequences around that evidence. I work in French and English and keep both versions natural rather than mechanically mirrored.
Founders of growing service firms hire me to build SQL-backed planning dashboards that combine ledger, sales, and staffing data for pricing, cash-flow, capacity, and investment decisions; I learned to keep both the software and advice plain while working across English and Twi.
My favorite build uncovered why support agents distrusted model suggestions, then reshaped the product around their real decisions; I pair field interviews with a bold adoption strategy, with my beagle often asleep under the workshop table.
A parts supplier’s operations hub became my signature build: I connected catalog, order, and inventory feeds to a machine-learning demand forecast and a browser-based exception queue; at home, my elderly greyhound sleeps beside the kitchen radiator.
Sixty percent faster case triage followed a model-assisted workflow I delivered for an insurance operations team. After leaving agency life, I focused on the difficult middle layer: preparing reliable data, connecting internal services, and making recommendations visible enough for staff to challenge. I design ingestion jobs, retrieval services, evaluation checks, and human review queues that fit existing permissions and support routines. A notebook of family recipes sits beside my technical diagrams; both improve when ingredients, substitutions, and failure points are written down.
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For a district heating operator, I built a decision console that compared demand forecasts, equipment limits, and intervention costs before engineers committed to a control change. That project captures my practice: rigorous model evaluation tied to physical operations and a decision someone is accountable for. I work independently across discovery, system design, prototypes, performance testing, and deployment planning. The questions are concrete: which data can be trusted, how late can it arrive, what happens outside the training range, and where must an operator take over? My morning ritual is a page of handwritten assumptions before any code or meeting. It keeps strategy honest and gives engineering teams a shared artifact for testing the claims behind the system.
Thirty percent fewer drawing discrepancies followed a document-control redesign I led for a small construction consultancy. After switching careers from operations, I now map information flows, assess access risks, and design clear diagram templates, model-review layouts, and client-facing visual reports for architects and engineers. The analytical habit follows me home, where my rescue cat has claimed the only chair not covered in tracing paper. I keep recommendations proportionate: clear ownership, usable checks, secure drawing exchanges, and visual standards that fit the scale of the practice.
“Our campaign finally sounds like us, and the routine work runs itself” is the result I build for lean teams. I shape audience strategy and persuasive long- and short-form copy, then set up assisted research, drafting, email, and reporting workflows with clear human review. Having bootstrapped a niche newsletter, I keep plans practical for small teams; away from the desk, I restore old film cameras and keep a shelf of working finds.