Education

Academic background and qualifications

Master of Data Science

2023

University of Malaya (UM)

Key Coursework
  • Machine Learning
  • Statistical Analysis
  • Big Data Technologies
  • Data Visualization
  • Natural Language Processing

Bachelor of Information Technology

2017

University of Applied Science and Technology (UAST)

Key Coursework
  • Programming Fundamentals
  • Database Systems
  • Web Development
  • Computer Networks
  • Software Engineering

Professional Certifications

Data Analysis with Python

Analyzing data with Python is an essential skill for Data Scientists and Data Analysts. This course will take you from the basics of data analysis with Python to building and evaluating data models.

Issued by IBM

Machine Learning A-Z: AI, Python & R

Comprehensive certification covering Machine Learning Algorithms in Python and R from two Data Science experts.

Issued by Udemy

Data Science Professional

Comprehensive certification covering machine learning, data analysis, and visualization techniques.

Issued by DataCamp

Modern Big Data Analysis with SQL

Foundations for Big Data Analysis with SQL. Analyzing Big Data with SQL. Managing Big Data in Clusters and Cloud Storage

Issued by CLOUDERA

Data Science Professional

Comprehensive certification covering machine learning, data analysis, and visualization techniques.

Issued by DataCamp

AWS Certified Data Engineer Associate 2025 - Hands On!

Comprehensive certification AWS Data Engineer Associate Course.

Issued by Udemy

Google Analytics Certification

Proficiency in digital analytics, marketing measurement, and optimization strategies.

Issued by Google