Explore work in business operations, finance, and AI systems—from working tools to focused product experiments.
Each project explains the problem, my contribution where established, and the evidence available to inspect.
Category
Research, diligence, and systems for keeping work organized from intake to follow-through.
Acquisition diligence and financial analysis
Pre-revenue · Synthetic demoI led product direction and diligence workflow design for a workspace that turns fragmented seller documents into source-linked financial analysis. The demonstration brings reconciliation, earnings adjustments, and downside analysis into one reviewable process.
Career operations workspace
Working prototype · Sample recordsA career-operations workspace for organizing opportunities, checking requirements, preparing materials, and tracking next actions. The case study emphasizes qualification and review rather than application volume.
Review-oriented drafting tool
Illustrative workflow studyA review-oriented tool for preparing content, outreach drafts, and strategy notes. It separates generating material from deciding what should be sent or published.
Sourcing pipeline study
Workflow exploration · Sample dataA sourcing-workflow study that brings target research, relationship context, outreach stages, and follow-up into a structured acquisition pipeline.
Category
Models and research tools that make assumptions, tradeoffs, and financial consequences easier to examine.
Startup finance and scenario planning
Working prototype · Synthetic scenariosI built a startup-finance prototype for testing how hiring, spending, and revenue assumptions change cash runway. It makes the assumptions behind a decision visible—not just the final chart.
Market research & simulation
Research prototype · Paper tradingA market-research and paper-trading project for examining token information, wallet activity, and risk signals. The portfolio example demonstrates research and simulation, not a live trading record.
Payments simulation
Payments simulationA payments simulation exploring asset conversion, fees, settlement, and reconciliation. The project makes the steps behind a transaction easier to follow.
Category
Infrastructure and personal tools built around execution, state, and practical operating constraints.
AI infrastructure for practical execution
Local developer toolI built local-first infrastructure for AI-assisted work, with model routing, execution controls, and persistent state. The project addresses practical questions about cost, reliability, and what an agent should be allowed to do.
Personal prioritization tool
Personal operating toolA personal prioritization tool for capturing work, choosing a next action, and resuming interrupted tasks. Its focus is execution across competing priorities.
Category
Earlier explorations in decision support, financial training, risk tracking, and research workflows. These pages preserve the ideas and their demonstrated scope without presenting them as mature products.
Multi-perspective decision review
Concept explorationAn exploration of structured decision review using distinct AI perspectives, comparison, and synthesis.
Financial-modeling practice study
Product studyA product study in financial-modeling practice, workbook review, and feedback that helps explain mistakes rather than only assign a score.
Risk register concept
Concept studyA lightweight operational-risk register concept focused on ownership, severity, mitigation, and review dates.
Commercial real estate research study
Research concept · Historical sample dataA commercial-real-estate research concept for organizing tenant information, lease timing, and follow-up.
Career pipeline study
Earlier pipeline study · Sample dataAn earlier career-pipeline study connecting role research, relationship context, and follow-up in a reviewable queue.
I’m happy to discuss the problem, the implementation, and the decisions behind it.