The Toolshed
These are the things I built when the spreadsheet wasn't enough.
Built for finance operations, job search systems, and the daily friction that only becomes visible once you've done the work by hand too many times.
Chapter I: Active Builds
Live systems under active use. Practical tools built to carry operational load instead of just describing the problem.
StackPython, Node.js, OpenClaw
Built a multi-agent personal assistant that handles job search, task tracking, calendar management, writing, and autonomous work across 15+ specialized skills.
StackPython, Apify API, DeepSeek
Automated a daily Copenhagen finance-role pipeline that scrapes, filters, deduplicates, scores, and reports openings before the morning drift begins.
StackPython
Turned LinkedIn application tracking, search links, networking contacts, and follow-ups into a command-line workflow when the ATS game became a numbers problem.
Chapter II: Field Experiments
Systems proven in the mess of real operations: finance controls, follow-up discipline, and keeping work visible without opening another spreadsheet.
StackOffice Scripts, Excel, AI pair programming
Built an AI-assisted reconciliation layer that cut manual effort by 85% and removed the bottleneck of needing one person with deep Excel fluency.
StackPython
Created a lightweight follow-up system for contacts, touchpoints, and due outreach so relationship maintenance stopped depending on memory.
StackPython
Built a project state tracker that shows what is open, blocked, stale, or due without the overhead of another spreadsheet or project board.
StackPython
Automated a weekly synthesis across projects, people, and calendar data to replace the Sunday-night loop of reconstructing the week from fragments.
Chapter III: Operational Skills
Reusable operating methods: the judgment layer behind the tools, built from repeated exposure to bottlenecks, compliance drag, and activation friction.
StackWorkflow design, prompt engineering
Designed a decomposition system that reduces any goal to exactly one next click so progress can start before motivation has time to negotiate.
StackRhetorical analysis, editorial frameworks
Built a reader-centered writing review process that surfaces structural persuasion problems the writer usually cannot see alone.
StackOracle EBS, Excel, controls design
Converted three years of paper-based T&E compliance records into a durable digital process that permanently strengthened audit readiness.