MORTISIA / 了了
yuqingcai04@gmail.com · +86-155-1057-7321 · Shenzhen ⇄ HK
Building across cancer genomics, AI-native product work, and internet-facing creative tools.
ABOUT
I'm currently working across cancer genomics, AI-assisted product work, and human-centered internet tools. I'm especially interested in how structured inputs, evaluation frameworks, and careful content design can make AI systems more useful, emotionally legible, and operationally reliable.
RESUME
2025 – 2026.08 (Expected)
Master of Medical Science · The University of Hong Kong
Li Ka Shing Faculty of Medicine · current focus: cancer genomics, bioinformatics, and KRAS-driven metabolic reprogramming in SBS17a-related gastroesophageal cancer research
2022 – 2025
BSc Applied Medical Sciences · University College London
Medical School · First Class Honours · dissertation review on deep learning challenges in CT-based automated airway segmentation
– 2022
High School · Beijing National Day School
A-Level: Mathematics, Biology, Chemistry, Psychology · EPQ Independent Research
2025.11 – Present
Product Manager Intern · BGI Shenzhen (华大基因)
Consumer genomics product direction · built a premium electronic gene testing report workflow from 0 to 1 · AI-assisted content systems, competitive research, survey design, and cross-team product delivery
为 CEO 尹烨策划与卢光琇对谈的直播稿后，在华大总部顶楼会议室外捉住董事长汪健合照一张~
2026.01 – 2026.02
Remote Intern · Prudential Hong Kong (英国保诚)
Career exploration in finance — systematic learning and practice on asset allocation across stocks, bonds, insurance, and funds. A two-month side detour that confirmed where my real interests lie.
2 个月的时间不长，但认识了很好的同学、学到了很多上学不会接触的东西。
LINKS
PROJECTS
OC Fate Generator (OC 命运生成器)
A static web generator for male OC setup and fate-arc writing, built around an 18-axis composition system. The current version supports structured axis selection, streaming generation, dual output modes, multi-model routing, markdown-style rendering, and client-side quality checks for common narrative failure patterns.
CN Failure Atlas (中文虚构对话失败图谱)
A diagnostic taxonomy of 78 labeled failure types across 5 layers for LLM-generated fictional and roleplay dialogue, with emphasis on Chinese-language scenarios. Covers preconditions, semantic reading, scene preservation, writing intrusion, and multi-turn consistency — each label with definition, observable criteria, and concrete examples. Designed as a shared diagnostic vocabulary for QA annotation, prompt optimization, and model evaluation.
UCL Changemakers Project
Neuroscience module optimization at UCL Moodle. Co-shaped the research direction, rebuilt teaching flow with H5P, added 10k+ words of content. Awarded £1300 Changemaker Scholarship for educational innovation.
What is Moodle? →