Projects
A selection of professional and personal projects showcasing my approach to solving complex problems, driving user value, and achieving measurable business outcomes.
Professional Projects
Dropship — Zero to One
Building a net-new fulfillment capability from the ground up across a complex retail operation.
Brand Acquisition & Technology Integration
Building the technology framework that turns acquired brands into operating businesses — in real time.
Business Automation at Scale
Solving the last mile problem in enterprise automation — getting user-built workflows connected to the systems where decisions actually happen.
Marketplace Expansion & Sales Channel Growth
Scaling Backcountry's marketplace presence from concept to a repeatable growth engine — turning months of integration work into days.
ERP Accuracy & Data Integrity
Shifting from temporary fixes to permanent solutions — reframing inventory accuracy as a financial problem, not an operational one.
Personal Projects
Product Recommendation Engine
Recommender system leveraging collaborative filtering and market basket analysis to identify optimal product recommendations from real sales data.
Forecastic SCM — Supply Planning App
A supply chain planning tool that runs classical inventory models against a SKU portfolio, simulates 8 weeks of continuous reordering, and surfaces per-SKU buy recommendations with profit-optimised quantity suggestions.
AlgoTrader — Algorithmic Trading Platform
ML-enhanced quantitative strategy research platform — 18 strategies (13 rule-based + 5 ML), LightGBM walk-forward validation, and a 58-feature engineering pipeline across US equities.
Personal Finance Manager
AI-powered budgeting app that tracks expenses, assets, and debts with intelligent financial analysis and natural language chat interface.