Quinton Yip

Data Scientist × ML Engineer × Automation Specialist

Hong Kong • Tokyo • Multilingual

Building automation systems
that learn, adapt, and scale.

Currently: AI Engineering @ Asia Pacific Beauty Group

Previously: Exchange @ Waseda University, Tokyo

model = Pipeline([
  ("tfidf", TfidfVectorizer()),
  ("clf",  LogisticRegression()),
])
model.fit(train)

SELECT region, COUNT(*)
FROM events
GROUP BY region
ORDER BY 2 DESC;

rag = Retriever(docs)
  | Reranker(top_k=5)
  | LLM(temp=0.2)
answer = rag(query)

Selected Work

OPEN ↗

YOUTUBE PIPELINE

SOCIAL AUTOMATION

KAGGLE

keep scrolling

Technical Skills

Python, R, SQL
Tableau, Power BI
HTML, JavaScript

AI & ML Capabilities

NLP & Transformers
RAG Architecture
Text Classification
Generative AI

Languages

🇭🇰 Cantonese (Native)
🇨🇳 Mandarin (Proficient)
🇬🇧 English (Proficient)
🇯🇵 Japanese (JLPT N2)

Experience

July 2026 — Present

AI & Automation Engineering Intern

Asia Pacific Beauty Group, Hong Kong

Developed Python automation pipeline integrating Facebook Graph API to programmatically schedule 90+ monthly posts, reducing manual workflow time by 95%
Built custom Codex AI skill with image processing and dynamic prompt generation for automated multi-brand content creation across 8+ accounts
Designed HTML/JavaScript calendar interface with CSV export functionality enabling cross-platform scheduling automation
Analyzed engagement metrics across 15+ social media accounts to optimize content strategy for B2B medical aesthetic brands

Fall 2025

Exchange Semester

Waseda University, Tokyo

Semester Exchange, School of Political Science and Economics

2023 — 2027

BSc Quantitative Social Analysis

Minor in Business

HKUST, Hong Kong

Why Hire Me

⚡

Fast Learner

Competed in Kaggle, ranked top 2.

📈

Real Impact

Reduced workflow time 95% with automation.

🛠️

Full Stack

Data pipeline to deployment.

Let's build something intelligent.

Email Me GitHub Kaggle

Building automation systemsthat learn, adapt, and scale.