AI Product Builder · Open to Opportunities

杨亦凡——  Yifan Yang  ——

求真RigorMathematical depth
务实Pragmatic90% implementation
通感SynesthesiaTech × Humanity

数学给了我用符号压缩复杂性的能力,AI 给了我将压缩重新展开为产品的工具。

Mathematics empowers me to compress complexity; AI enables me to unfold it into products.

Core Logic & Communication
B.Sc.

华北电力大学

信息与计算科学

North China Electric Power Univ.

M.Sc. · 保送

陕西师范大学

数学 · 直推免试

Shaanxi Normal Univ. · Reserved

IELTS · 雅思

7.5

跨语言表达能力

Cross-lingual communication

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Thoughtworks · 2024 · Enterprise RBAC · B2B SaaS

奔驰企业级平台·对齐的逻辑

Enterprise Logic: Mercedes-Benz Platform

18%

Efficiency Boost

沟通效率提升

Systematic Decomposition

15

任务Tasks

系统性拆解

将复杂权限需求拆解为 15 个可追踪任务单元,覆盖完整生命周期。

Decomposed complex permission requirements into 15 trackable task units across the full lifecycle.

Interaction Efficiency
+18%

6

模板Templates

交互效率

设计 6 套标准化交互模板,统一跨角色沟通语言,效率提升 18%。

Designed 6 standardized interaction templates, unifying cross-role communication language.

Engineering Alignment
90%

12

同步Syncs

工程对齐

主导 12 次跨职能团队同步,推动需求实现率达 90%,零返工。

Led 12 cross-functional syncs, achieving a 90% requirement implementation rate with zero rework.

AI PM Insight

"I apply mathematical compression to user needs and unfold them into precise engineering requirements."

将用户需求进行数学式压缩,再精确展开为工程需求——这是我的产品方法论。

AI Research · Quantum · 2024

Literature Mining · AI Agent · Efficiency

Quantum Resource

量子资源研究
× AI 驱动方法论

将 AI Agent 系统性地引入量子信息研究工作流——利用 AI 分析 90 篇文献, 精准定位 4 个核心研究方向, 显著缩短文献综述周期,研究整体效率提升 20%。

AI Research Pipeline

90

篇文献

Papers

AI

智能分析

Analysis

4

个方向

Directions

量子信息文献挖掘 AI Agent

Quantum Resource Research
× AI-Driven Methodology

Integrated AI agents into a quantum information workflow to mine 90+ papers, systematically identify 4 high-signal research directions, and accelerate literature review cycles by 20%.

CoveragePrecisionEfficiencyNoveltyDepth
Literature Coverage95%
Direction Precision80%
AI Efficiency Gain72%
Novel Output78%
Research Depth85%
20%

Overall Efficiency Gain

量子任务整体研究效率提升 20%

via AI-augmented literature pipeline

AI WorkflowLiterature MiningResearch Design

The Logic Layer · 技术逻辑层

Math → Code → Product

85%

数学建模与优化

Mathematical Modeling & Optimization

全国数学建模竞赛获奖,将复杂真实问题抽象为可求解的数学模型,验证边界条件。

Award-winning national math modeling — abstracting real-world complexity into solvable models.

MATLABPythonLaTeX
PM

定义算法指标

Defining Algorithm Metrics

80%

AI 辅助工程研究

AI-Assisted Engineering

AI Agent 引入量子信息研究——分析 90 篇文献,精炼 4 个方向,效率提升 20%。

AI agents in quantum research: 90 papers → 4 directions, 20% efficiency gain.

LLMPythonPrompt Eng.
PM

研究效率优化

Research Efficiency

82%

企业级数据管理

Enterprise Data Management

参与 Mercedes-Benz 权限系统,跨部门数据治理全生命周期管理。

Contributed to Mercedes-Benz permissions system — full lifecycle data governance across departments.

SQLRBACData Gov.
PM

安全与合规

Security & Compliance

78%

科学计算

Scientific Computing

用 C 语言与 Python 将数学公式转化为可执行计算——理论与工程之间的翻译层。

C and Python as translators between mathematical theory and executable engineering.

PythonCNumPySciPy
PM

数学转化工程

Math-to-Code Translation

The Impact · 跨界影响

三种经历,重塑产品直觉

Three crafts that rewired my product intuition

hover a theme ↓

01Piano

节奏与直觉

Rhythm & Intuition

钢琴演奏
钢琴练习

十年钢琴训练塑造了我对节奏的本能感知——知道何时推进、何时停顿、何时让沉默开口。这种节奏感直接迁移至产品决策的时机判断。

Ten years at the piano built an instinct for timing — when to push forward, when to pause, when to let silence carry meaning. This directly transfers to the cadence of product decisions.

PM Insight

音乐节奏 = 产品发布节拍

Musical Timing → Product Release Cadence

02Calligraphy

结构与平衡

Structure & Balance

书法作品一
书法作品二
书法横幅

书法教会我在严苛约束中发现美感——每一笔都是信息架构决策:什么居中锚定,什么退至边缘,留白与笔触同等重要。

Calligraphy taught me beauty within rigid constraints — every stroke is an information architecture decision: what anchors the center, what recedes to margin. Negative space is as deliberate as the mark.

PM Insight

笔画结构 = 信息架构设计

Stroke Hierarchy → Information Architecture

03Speech · Hosting · Drama

共情与叙事

Empathy & Narrative

话剧表演
活动主持
舞台演讲
志愿服务

在台上饰演角色、主持活动、在辩论场上直面对手——每一次都是穿越自我、深度进入他人视角的训练。以人为本的产品设计,本质上是一种演出。

Playing characters on stage, hosting events, confronting opponents in debate — each practice is training in leaving yourself and fully inhabiting another perspective. Human-centric product design is, at its core, a performance.

PM Insight

主持 = 利益相关方沟通

Hosting → Stakeholder Communication

3 themes · 9 photos · 3 PM insights

AI 分身