Education

Learning never stops

Academic foundation and continuous learning across AI, data science, and software engineering.

Education · Academic & training

Where I've
learned

A computer science degree in AI, plus focused programs in data science, machine learning, and web development — the foundation I build on.

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2020 – 2024 / Kuala Lumpur, Malaysia

01

Asia Pacific University of Technology & Innovation (APU)

B.A. (Hons) Computer Science (Artificial Intelligence)

Valedictorian · CGPA 3.67

Undergraduate degree with focus on AI, intelligent systems, and software engineering. Graduated as Valedictorian of the School of Computing.

Artificial IntelligenceIntelligent SystemsSoftware EngineeringDatabasesDistributed SystemsCloud Computing

Mar – May 2023

02

Crystal Academy

Data Science (100 Hours)

Top 10 Student

Intensive data science program covering mathematics, statistics, programming, machine learning, and big data technologies.

Data ScienceMachine LearningPython & R ProgrammingStatisticsBig Data (Hadoop, Spark)BigQuery ML

2023

03

Online Certification

Supervised Machine Learning

Completed a supervised machine learning certification covering core ML concepts, model building, and evaluation techniques.

Machine LearningSupervised LearningModel TrainingEvaluation

2021

04

Programming Hero

Complete Web Development

Top 5% of Cohort

Intensive web development bootcamp that built the foundation for modern frontend development and React.

HTMLCSSJavaScriptReactModern Web Development

The full picture

Every milestone, on one page.

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Continuous Learning

Current Interests

Generative AI & LLM Integration

Cloud Architecture

Serverless Systems

MLOps & Production AI

Multi-agent AI Systems

RAG Pipelines & Vector Databases

System Design & Scalability

Observability & Cost Optimization