Traditional portfolio · recruiter view
Finance clarity.
Systems that help people decide.
I combine finance, data and technology to build useful decision systems.
01Finance-first problem framing
02Data models that support decisions
03Automation that removes repeat work
04Product thinking for usable AI
01 · Selected work
Projects
Prototype narrative — replace with verified implementation evidence.
Forecast Command Center
A decision workspace concept that connects planning assumptions, scenario analysis and executive reporting.
- Challenge
- Planning inputs, scenarios and reporting often live in disconnected files.
- Approach
- Model one governed assumption layer, expose scenario levers, and design an executive view around decisions rather than chart volume.
- Target outcome
- Target outcome only: faster scenario comparison and a clearer link between operational drivers and financial impact.
Read the 12-part case study →02 · Career
Experience structure
- Foundation
Finance and planning
Draft slot for verified education and early experience. Add institution, role, dates, responsibilities and evidence.
- Expansion
Data and business intelligence
Draft slot for the transition from reporting to governed models, diagnostic analysis and decision support.
- Leverage
Automation and AI products
Draft slot for repeatable workflows, practical AI experiments and product ownership evidence.
03 · Capability model
Skills
Frame
- FP&A
- Scenario design
- Management reporting
- Business partnering
Model
- Data modeling
- Power BI
- Metric design
- Variance analysis
Build
- Workflow automation
- Prototyping
- AI product patterns
- Quality checks
Land
- Storytelling
- Stakeholder alignment
- Documentation
- Change enablement
- Music
- Listening for rhythm, contrast and the space between signals.
- Movement
- A reminder that sustainable performance needs recovery and range.
- Visual craft
- Using composition and storytelling to make analytical work easier to enter.
- Travel
- Staying curious about how people work, decide and communicate in different contexts.