System: A Local-First Personal Analytics Platform
Private Android/Desktop product covering requirements, scheduling, logging, history, analytics, local-first data semantics, regression testing, and AI-assisted development.
Case study →Systems, models, and decisions.
Work across product, finance, quantitative modeling, strategy, data, and software—shown with the assumptions, tradeoffs, artifacts, validation, and ownership behind the final result.
Modeling International Expansion Under Uncertainty
A 15-year decision framework connecting country state, dependence, operating economics, financing capacity, rollout policy, and valuation across 120,000 simulated paths.
Case study + full paper →Capital Budgeting for a Five-Warehouse Expansion
10-year incremental cash-flow model with ramp, cannibalization, NWC recovery, salvage, sensitivity analysis, and financing-capacity reasoning.
Case study →Valuing Apple When the Methods Disagree
Forecast and valuation work that treated differences between FCFF, DDM, and peer P/E as an interpretation problem rather than just three outputs.
Case study →WEBTOON: Strategy as an Activity System
Organizational design, value-chain, competitive, and monetization analysis with explicit attribution between individual and team-owned conclusions.
Case study →Screening Singapore for Costco Market Entry
Benefits/Costs/Risks country-screening tool comparing Singapore, South Korea, and Japan and explicitly interpreting the tradeoffs behind the scores.
Case study →UniPath: An AI-Assisted Student Lifecycle Platform
34-table relational design plus a Python POC for ranking, semantic matching, admissions-likelihood outputs, and academic-risk workflows.
Case study →CommuteWise
Public team release where my strongest ownership was product/process: requirements consolidation, integration review, manual/user testing, bug identification, and release validation.
Public release ↗Database Systems
Schemas/ERDs, parameterized queries, joins, reads/writes, validation, transactions, and application integration.
Visionaire: Turning a Product Idea into Unit Economics
Early-stage AR smart-glasses concept; my primary ownership was pricing, financing, startup costs, revenue/expense projections, and break-even work.
Case study →Tableau Data Visualization
Public academic visualization project demonstrating dashboard/storytelling exposure.
Public Tableau ↗