First-author doctoral research integrating bone-marrow single-cell morphology with clinical variables to predict overall survival in newly diagnosed multiple myeloma.

Built a pipeline over 912 patients, 5,559 controls, and 1.66M single-cell images; fused MI-Net image predictions with clinical Cox models, improving C-index from 0.73 to 0.76 with time-dependent AUROC up to 0.84.

Frontend and backend separated website/CMS system for a Finnish granite-quarrying enterprise, including multilingual public pages, admin-managed content, catalog pages, project galleries, and quote requests.

Delivered a production-oriented web system with Vercel frontend deployment, Render backend deployment, PostgreSQL support, validated uploads, admin audit history, and custom brand identity.

Bilingual academic writing refinement platform for Chinese and English drafts, designed to reduce AI-sounding phrasing while preserving meaning, terminology, and author voice.

Built a Next.js 16 editor-first product with character-level diff review, discipline and intensity controls, term locking, Gemini Flash REST integration, Word export, guest quota logic, and bilingual UX.

Hospital information system with a patient-facing mobile application and doctor/admin web application for appointments, consultations, records, scheduling, and operational analytics.

Iterated from an earlier queuing and registration system into a Spring Cloud microservice architecture with Patient-Service, Doctor-Service, Register-Service, Vue interfaces, MySQL persistence, and WebSocket communication.

R-based project exploring visual analysis of high-dimensional data through dimensionality-reduction workflows.

Demonstrates applied data-analysis training in statistical computing, visualization, and dimensionality-reduction methods.