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Fluent in business logic. Hands-on with code.

Education

Southeast University 2024 – Present

Management Science & Engineering

Jiangnan University 2020 – 2024

Business Administration (Major)
Information & Computing Science (Minor)

Honors

Academic Excellence Scholarship 6 Consecutive Years

National Encouragement Scholarship 2022

CUMCM · MCM · CUBEC

Academic Research

Persuasive Cues and Multidimensional Customer Engagement Across Social Commerce Formats... 2026 · Forthcoming

Generative Customer Experience in Social Commerce... 2026 · Forthcoming

Determinants of AIGC Platform Users' Privacy Disclosure Intention: A Privacy Calculus Perspective 2024 · Thesis

Optimizing Social Recommendation Systems via User Preference Relation Graphs 2023 · Thesis

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Financial Data Agent

｜ Financial Big Data Terminal PM ｜ 2026.05 – 2026.10

RAG: Formats vary widely across sources; costly to maintain

Knowledge Graph: Data volume does not match graph compute topology

Structured Wiki: Resolves semantic ambiguity with minimal maintenance

Structured Wiki Semantic Architecture

Offline fact extraction ｜ Real-time low-latency serving
Benchmark based on multi-tiered analyst tickets:
- Multi-type: Single-table, multi-table joins, implicit filters, reporting
- Multi-dimension: Recall accuracy, logic validity, zero-error execution
Deterministic Benchmark Quality Gates

Recall / Logic / Execution 0/1 Gates
- v1 Issues: Isolated tables led to severe hallucinations; lacked automated quality checks and reliable reasoning
- v2 Solution: Decoupled extraction from translation, completed entity topology, and established automated link health checks
v1 Baseline vs v2 Closed-Loop Fixes

Two-tier decoupling ｜ Entity network ｜ Quality checks
- Automated competitor metric alignment workflow
- Automated PRD generation agent for financial metrics
- 11 reusable product operation skills deployed across daily workflows
Automated Delivery & Workflow Ecosystem

Metric alignment ｜ PRD agent ｜ 11 production skills

一知智能 | 直播数字人产品经理 · 2026.01 – 2026.05

3. AI 直播互动系统 2.0

针对多 SKU 直播间张冠李戴与断意痛点，优化商品主体识别并引入上下文索引，推动数字人由被动客服升级为 智能导购；设计分段弹幕长期记忆机制，基于 1,000+ 条真实弹幕基准驱动两期版本快速演进。

业务转化突破

                    停留时长 +39% ｜ 跨期 GPM +17%
                  

推动 23 个品牌直播间灰度上线，问答合理率大幅提升 54pct

一知智能 | 直播数字人产品经理 · 2026.01 – 2026.05

4. 纯 AIGC 直播搭建

面向海外大客户带货诉求，主导攻克持品模特比例失调、短视频与长直播素材冲突等核心卡点，从零搭建全链路 AIGC 直播标准作业体系（SOP）并封装为可复用 Skill，实现虚拟人商业带货的高质感交付。

核心商业突破

                    盲测胜出 +19% ｜ 击败3家竞品签单
                  

Personal Projects

Take a walk

Relax yourself.

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Catch the Breeze

20min

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Take a Walk!

2.5hr

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Stay in.

000

Troupe

Agents in concert.

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TROUPER · 01

Expert

Deterministic AI architectures from ambiguous goals.

harness engineering fde memory zero drift agent loops

TROUPER · 02

Coach

Parses target job specs to align positioning and candidate profiles.

TROUPER · 03

Assistant

7-step framework compiling scattered ideas into delivery PRDs.

TROUPER · 04

Writer

Structures raw thoughts into compelling narrative frameworks.

TROUPER · 05

Actuary

Aligns quantitative business data and complex metric governance.

Anchor

Decisions with certainty.

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Projects

Recent

Deploy current project to remote server...

Fixing agent handshake timeout in runtime...

Refactor workspace documentation structure...

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Hi, I'm Felix,an AI Native Product Builder.Hi, I'm Felix,an AI Native Product Builder.

Education

Honors

Academic Research

Architecture

Evaluation

Optimization

Ecosystem

Personal Projects

Take a walk

Troupe

Anchor

Hi, I'm Felix,
an AI Native Product Builder.