Services
Consulting
From problem framing to production deployment, I design and build decision systems for forecasting, pricing, allocation, and risk.
Systems shipped
Concrete builds, not a services menu.
A few anonymized examples of systems built, constraints handled, and decisions improved.
AI-guided recommendation engine for premium floral e-commerce
A production-oriented recommendation system that guides customers through emotionally loaded floral purchases — using a deterministic state machine with LLM components constrained to intent parsing and rationale generation only.
Key resultFull guided purchase flow: delivery validation, persona selection, budget extraction, curated recommendations with auditable scoring
Travel retail forecasting system
Multi-SKU demand forecasting pipeline for 30+ products across 100+ duty-free locations with automated monthly updates.
Key resultForecast error: 38% → 24%
Consumer healthcare marketing mix model & budget optimizer
Proprietary Marketing Mix Model with budget optimization replacing intuitive allocation with data-driven decision making across multiple countries and touchpoints.
Key resultStrategic budget reallocation based on incremental response curves
Get in touch
If you have a problem that might benefit from this kind of work, I'm happy to have a conversation. No sales process — just a direct discussion about whether there's a fit.