Portfolio — 2026作品集 — 2026 Open to AI product roles正在寻找 AI 产品经理机会

AnlanZhao

Biochemist by training, AI product builder by choice. I spent years in the lab purifying molecules; now I distill messy human knowledge into tools people can actually use. 受训于生物化学,选择做 AI 产品。过去几年我在实验室里纯化分子;现在我把杂乱的人类知识,蒸馏成人们真正用得上的工具。

Now现在
Medical affairs intern, oncology clinical development, Fosun Pharma复星医药 · 肿瘤临床开发 医学助理(实习)
Education教育
MCS, Biological Chemistry, UPenn
BS Chemistry, SUSTech
宾夕法尼亚大学 化学科学硕士
南方科技大学 理学学士
Building在做
AI agent skills and persona productsAI Agent Skill 与人设类产品
Reach me联系
anlzhao@sas.upenn.edu

Selected work作品

1 shipped · 2 in progress已上线 1 · 进行中 2
  1. 001

    jackson-wang.skill

    Shipped已上线

    A runnable cognitive framework distilled from Jackson Wang: 5 mental models, 8 heuristics and a full expression spec, shipped to Claude Code and WeChat. 从王嘉尔的公开表达中蒸馏出的可运行思维框架:5 个心智模型、8 条决策启发式和完整的表达规格,已上线 Claude Code 与微信。

  2. 002

    In the flask正在反应中

    In progress进行中

    Next product, documented soon.下一个产品,即将记录。

  3. 003

    Reserved预留

    Planned计划中

    Space for what comes after.留给之后的作品。

How I work我的方法

Lab habits, applied to products把实验室习惯用在产品上

Distill before you build先蒸馏,再构建

Start from primary sources and real users. Separate signal from noise before writing a single line of spec. 从一手资料和真实用户出发。在写下第一行规格之前,先把信号从噪音中分离出来。

Specify behavior, not features定义行为,而非功能

In AI products the prompt is the PRD: triggers, tone, edge cases, failure states and a way out. 在 AI 产品里,提示词就是 PRD:触发条件、语气、边界情况、失败状态,以及退出方式。

Ship small, label the limits小步上线,标注局限

A half-day v1 with honest boundaries earns more trust and more feedback than a polished promise. 一个半天做出、边界诚实的 v1,比精致的承诺更能赢得信任和反馈。

Where I come from我的来处

Education · Experience教育 · 经历
Education教育背景
  • University of Pennsylvania宾夕法尼亚大学
    Master of Chemical Sciences, Biological Chemistry · GPA 3.74/4化学科学硕士 · 生物化学方向 · GPA 3.74/4
    2023.08 – 2025.05

    MCS Program Capstone Research Award; conference travel grants from the School and the program.硕士项目毕业设计研究奖学金;学院与项目学术会议差旅资助。

  • Southern University of Science and Technology南方科技大学
    BS in Chemistry · Major GPA 3.80/4理学学士 · 化学 · 专业 GPA 3.80/4
    2019.08 – 2023.06

    Outstanding Graduate Award (Magna Cum Laude); Top 10 graduates of the Chemistry Department; study-abroad scholarship.校级优秀本科毕业生;化学系十佳本科毕业生;本科出国交流奖学金。

Experience经历
  • Fosun Pharma上海复星医药
    Medical affairs intern, oncology clinical development, global R&D center创新药事业部全球研发中心 · 临床开发部(肿瘤)医学助理(实习)
    2026.08 – now至今

    Global competitive-landscape research on a pipeline target, presented to the global project team; NCCN and CSCO guideline reviews; medical review and QC of Phase I protocols, clinical development plans and CTD 2.5 documents supporting an IND filing.独立主导管线靶点的全球竞争格局调研并在全球项目团队例会汇报;NCCN 与 CSCO 指南综述;对 I 期方案、临床开发计划与 CTD 2.5 等文件开展医学审阅与质量控制,支持 IND 递交。

  • Machine Biology Group, UPenn宾大 Machine Biology Group
    Researcher, Lab of Dr. Cesar de la FuenteCesar de la Fuente 课题组 · 科研助理 / 硕士毕业设计
    2024.05 – 2026.07

    AI-designed dual antimicrobial and immunomodulatory peptides: screened 50 million generated sequences down to 43 synthesized candidates, then ran the activity, selectivity, mechanism and mouse-model validation. Co-author on a manuscript under review at Nature Microbiology; first author on a review in progress.AI 驱动的抗菌–免疫双功能肽设计与转化验证:从 5,090 万条生成序列筛选至 43 条合成候选,完成活性、选择性、机制与小鼠模型验证。合作论文投稿 Nature Microbiology(第 3 作者,在审);综述论文撰写中(第一作者)。

  • Scripps Research斯克里普斯研究所
    Research trainee, Lab of Dr. Christopher ParkerChristopher Parker 课题组 · 科研实习
    2022.08 – 2022.11

    Screened small-molecule inhibitors of the innate-immune transporter SLC15A4: roughly 100 analogs through pathway reporter and IC50 assays.筛选先天免疫转运蛋白 SLC15A4 的小分子抑制剂:完成近 100 个类似物的通路报告基因与 IC50 测定。

  • iDEC directed evolution competitioniDEC 国际定向进化大赛
    Project leader, synthetic biology team, SUSTech南科大合成生物学项目组长
    2022.04 – 2022.10

    Led the team, the technical plan and the funding application: ¥100,000 school funding and a Bronze Medal (top 5) for engineering tyrian purple biosynthesis in E. coli.负责立项、技术路线与经费申请:获学院 10 万元资助,以大肠杆菌泰尔紫生物合成路径改造获 iDEC 铜牌(前 5)。

Trained to purify. Learning to ship.学的是纯化,做的是交付。

My training is in biochemistry, where the work is taking something messy and separating it until what’s left is pure, measured and labeled. 我的专业是生物化学。实验室里的工作,就是把杂乱的东西一步步分离,直到剩下的部分纯净、可测量、有标签。

Along the way I learned to work where the data is thin and the deadline is real: reading primary sources, sizing up a competitive landscape, reviewing documents line by line, and presenting to people who will act on what I say. 这些年我习惯了在数据不足、期限真实的情况下工作:读一手资料、判断竞争格局、逐条审阅文件,并向真正会依此行动的人汇报。

Now I build AI products. I had zero vibe-coding experience when I shipped my first agent skill in half a day, and I’m looking for a team where I can keep turning ideas into things people use. 现在我做 AI 产品。在零 vibe coding 经验的情况下,我用半天做出并上线了第一个 Agent Skill。我希望加入一个团队,继续把想法变成人们真正会用的东西。

Toolkit工具箱
  • Claude Code
  • Agent skill and persona specsAgent Skill 与人设规格设计
  • Primary-source research一手资料调研
  • Python, data analysisPython · 数据分析
  • GitHub
Focused on now当下关注
  • AI agent productsAI Agent 产品
  • Persona and behavior design人设与行为设计
  • Shipping, then listening先上线,再倾听
Previously deep in曾经深耕
AIDrugDiscovery AntimicrobialPeptides SyntheticBiology DirectedEvolution Proteomics OncologyClinicalDev