Psychological assessment workflow
Experience around structured assessment procedures, report preparation, non-diagnostic communication, and common clinical rating/self-report instruments such as PHQ-9, GAD-7, HAMD, HAMA, MMPI, and SCL-90 within hospital-based psychological medicine settings.
Clinical support communication
Able to translate assessment and support-process information into clear, bounded language for patients, colleagues, and public-facing materials.
Patient-reported outcome observation
Interested in self-report signals, follow-up structure, wellbeing tracking, PANAS/STAI/HRV-style outcome indicators, and outcome observation that remain conservative about clinical authority.
TMS and neurotechnology workflow exposure
Hospital-based exposure to TMS / neurostimulation-related workflow support, parameter recording, treatment-course observation, patient education, and near-infrared / EEG-related workflow boundaries.
Applied AI and digital mental health framing
Uses AI-assisted workflows to prototype non-diagnostic self-reflection tools, privacy pages, support routes, product documentation, and research-facing public infrastructure.
Interpretable prediction and safety audit
Research interest in calibration, uncertainty communication, subgroup performance, bias review, and preventing user misunderstanding.
AI-assisted writing and prototyping
Builds static websites, product pages, compliance documentation, and research-facing materials with AI-supported coding and editing workflows.
Digital product design
Designs product structure, onboarding language, privacy boundaries, App Store support infrastructure, and public product positioning.
Static web development
Can ship static-first Next.js pages, reusable content architecture, SEO metadata, privacy pages, support pages, and deployment-ready frontend systems.
English / Chinese communication
Works across English-first academic/product communication and Chinese professional writing for selected services and public media.