Forward-Deployed Product-minded I bridge how business works and how to deploy AI that fits it.

See my work → Download Resume
Elina Nie

→ A BIT ABOUT ME

The Business-Savvy Product Builder

Product Engineering Monetization
  • Full-stack Product Design and Development
  • Enterprise AI Deployment
  • Business Closed-loop
01 Education

Education Background

1
Carnegie Mellon University

M.S. Engineering & Technology Innovation Management

Jan 2026 – Jan 2027

Machine Learning Product Management Enterprise AI Deployment AI Product Design
2
Sun Yat-Sen University

B.Phil. Logic · Minor in Finance

Sep 2020 – Jun 2024

02 Business Lens

Platform. Brand. Commerce. Content.

Xiaohongshu Xiaohongshu Platform monetization
Publicis Publicis Brand social campaigns
Cider Cider Search-led commerce
Tencent WeChat Tencent Content business models

Find the lever behind growth.

03 AI Deployment

From business rules to reliable AI workflows.

Business rules → Skills → Agents → Evaluation
Skill design Agentic workflow design Agent evals Skill evals
3–5 days → 30 min Vipshop FDE · overseas buying workflow
95%accuracy
100%task completion
50%+team adoption
200+calls / 2 weeks

→ WHAT I'VE BUILT

Work & Projects

product · data · strategy — I go where the problem needs me

01
Vipshop (FDE)

E-commerce Product Selection
Agent Skill

  • Deployed an Agent skill for e-commerce product selection that helped buyers reduce selecting time from 1–3 days to 30 minutes, reaching 500+ skill calls and 80%+ team adoption.
  • Built the eval framework with code-based graders and LLM-as-a-Judge, achieving 95%+ accuracy and 100% task completion.
Xiaohongshu (RedNote)

Monetization Strategy

Business Analyst Intern · Jun–Nov 2025 · Shanghai

  • Multi-channel growth strategies for beauty clients (KIKO, EviDenS); audience segmentation & category trend analysis
  • Automated dashboards monitoring ad spend across search & feeds channels
  • 30.3% YTD GMV growth for EviDenS · 5.7% bi-monthly revenue lift
02
03
Publicis Groupe

Brand Media Plan

Media Plan Intern · Dec 2024–Apr 2025 · Guangzhou

  • Collected 200K+ omni-channel data points; decoded competitor media mixes to drive a 15% budget pivot
  • Coordinated RedNote product launch with optimized audience targeting
  • 8% CTR · 38% audience penetration in target demographics
Tencent (WeChat Business Group)

Monetization Strategy

Business Analysis Intern · Oct 2023–Apr 2024 · Guangzhou

  • SWOT/PEST analysis of vertical drama apps; designed IAA monetization model & PRD collaboration
  • HiveSQL analysis of user complaint data; tiered penalty strategy
  • 10% MoM reduction in complaint volume · 100% roadmap alignment
04

→ WHAT I WORK WITH

Core Skills

↓ AI Tools & Skills

Tools

  • Claude Code / Codex CLI
  • Dify
  • Figma
  • Langfuse

Skills

  • Skills Design
  • Agent / Skill Evals
  • Prompt Engineering

↓ Product & Strategy

  • Enterprise AI Deployment
  • Product Design (PRD Documentation)
  • Full-stack Product Development
  • Competitive Analysis
  • A/B Testing
  • Search Result Optimization
  • Monetization Strategy

↓ Programming Languages

  • SQL
  • Python
  • Excel VBA
  • MATLAB
  • Java
  • R

Say Hello ✦

I love connecting with people — let's chat!

Open to something meaningful?

Whether it's product management, monetization, AI agents, enterprise AI deployment, or anything — I'd love to hear from you.

↓ drop me a line

✉
Email sitingn@andrew.cmu.edu
in
LinkedIn siting-nie-odyssey
Feel Free to Chat!

Areas I'm interested in

AI Product Enterprise AI Agent Evals

→ BEYOND THE SPREADSHEETS

My Life ✦

dance · film · cinema · adventures

↓ life through my lens

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