Intro

As a STEM Engineer turned Data Analyst, I combine analytical thinking with robust problem-solving skills. My strong foundation in data analytics and proficiency with industry-standard tools enable me to extract valuable insights from complex datasets.

With a deep passion for data science and fintech, I'm continuously expanding my expertise to stay at the forefront of these rapidly evolving fields.

Check out my experiences and my projects as a Data Analyst.

About

Experience

  • BAP Data Analyst – Binance – Remote Nov 2024 - May 2025

    • Strong analytical skills in interpreting large volumes of transactional, operational, and customer data.
    • Proficient in data analysis tools: SQL and Python.
    • Experience with data visualization tools such as Tableau.
    • Ability to translate complex findings into simple visualizations and actionable recommendations.
    • Knowledge of machine learning models and experiments.
    • Self-driven team player with the ability to quickly learn and apply new analytical tools and programming languages.

  • Tech4Tomorrow Hackathon – Google – Singapore Mar 2024

    • Led a team of 5 members in conducting research on the social impact of economic uncertainty and developing a product solution, advancing to the finalist round and securing second runner-up among 24 teams.
    • Orchestrated the development of a resume-job matching platform tailored for retrenched middle-aged professionals, overseeing the full project lifecycle from research to product delivery.
    • Implemented web scraping, data cleaning, job-matching algorithms, and prompt engineering to create a one-stop career portal web application as the product solution.
    • Leveraged AI technologies such as Vertex API, Natural Language Processing, and Classification to enhance the product's functionality.
    • Presented the final product to a judging panel comprising directors from Google and an AI researcher professor from Nanyang Technological University.
    • Utilized Python libraries such as NumPy, Pandas, BeautifulSoup, Scikit-learn.
    • Click here to view this project

Education

Academic

  • Nanyang Technological University Aug 2021 - Jun 2024

    • BEng (Hons), Electrical and Electronic Engineering
    • Specialization: Data Intelligence & Processing, Computer Engineering

    Relevant Modules:

    • Database Systems
    • Artificial Intelligence & Data Mining
    • Pattern Recognition & Deep Learning
    • Machine Learning & Applications

    Online Certificates:

    • Google Advanced Data Analytics
    • Google Business Intelligence
    • Google Data Analytics

    Skills:

    • SQL, Python, Machine Learning, Hypothesis Testing, Statistical Inference