Hi, I'm an industrial engineer who turns messy operational data into decisions that actually ship. I work at the intersection of optimization, data systems, and product thinking.
University of Washington · Seattle
University of Washington · Seattle
SF Express Co., Ltd. · Liuzhou
CITIC Securities Co., Ltd. · Guangzhou
Bilingual travel companion PWA for Chinese-speaking parents visiting international students in the US.
Real-time photo translation of menus, signs, and notices via Claude Vision API. Offline-first, deployed via WeChat link — no installation required.
Deliberately chose Anthropic's API over OpenAI: Anthropic is accessible from mainland China, enabling the core user base to operate without workarounds.
Formulated a 96-state MDP to optimize vocabulary scheduling, calibrated on 220M real learning interactions. Best threshold policy recovered 97% of optimal performance at +2.7% cost overhead. Discovered the optimal policy is non-monotone — a "desirable difficulty" effect.
Two-phase intelligent framework for warehouse AGV task allocation. CBBA bidding algorithm for task assignment + Jump Point Search for shortest-path planning. Reduced average delivery time by 15%.
$55K government-funded contract. Delivered 20% accident reduction and 27% faster emergency response through PSO-optimized Bayesian networks and knowledge graphs built with cross-functional teams.
WeChat-deployed travel companion for Chinese parents abroad. Solo-built from PRD to prod.
Co-built with friends — a music discovery and sharing platform. Design-led collab project.
Always prototyping. Check GitHub for the latest experiments.
github.com/mmmorgandata ↗
I shoot film and digital — mostly people, street, and travel. The camera is always in my bag.
@capybaraplanet on Instagram →Caddie volunteer at a community tennis club — taught kids the basics and a lot about patience.
Always planning the next trip. The map below marks places I've been — click pins to see photos.
Interactive travel map coming soon.
Open to FDE, data analytics, supply chain, and PM roles. Always happy to chat about interesting problems.
morganran2022@gmail.com