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Achievements

Achievement: YOLOAchievement: Pull Shark

Achievements

Achievement: YOLOAchievement: Pull Shark

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exfang/README.md

ANDREW FANG

Phone: (+65) 9147-7565 | Email: fangggandrew@gmail.com | Linkedin: www.linkedin.com/in/andrewfbj

Education

Nanyang Polytechnic (NYP), 2021 to 2024

  • Diploma in Applied AI and Analytics (DAAA)
  • Graduating in Apr 2024, Final GPA of 6 Semesters: 3.96/4.00.
  • Diploma plus module; CLOUD COMPUTING ESSENTIALS.
  • Director’s List for Academic Years 2021 and 2022 Semester 1 and 2, and 2023 Semester 1.

Awards and Certification

  • SAS Institute Silver Award (Awarded to the second in graduating cohort)
  • Diploma with Merit (Awarded to the top 5% of the graduating cohort)
  • Certificate of Academic Achievement 2022 and 2023, Edusave
  • Microsoft Certified: Power BI Data Analyst Associate, 2022
  • Good Leadership and Service (EAGLES) 2020, Edusave
  • National Youth Achievement Award, Silver, Nov 2019

Projects in NYP DAAA

Big Data Management Project, Jul 2023 to Aug 2023

  • Group Leader in a group of four. Developed a big data pipeline on Databricks to identify patients likely to contract certain diseases.
  • Model handled batch data streaming and accurately identified 80% of the patients with the disease.
  • Presented the model to teachers and received their positive feedback and nomination to attend the distinction presentation. The project achieved an A grade.

Web Application Development, Jul 2022 to Aug 2022

  • Member in a group of four. Designed and developed a fictitious basketball website. Utilized Jinja, HTML5, Flask, Shelve, and Python to manage accounts and account navigation permissions.
  • Presented the website to teachers and received positive feedback. The project achieved a Distinction grade.

Visual Analytics Project, Dec 2021 to Feb 2022

  • Group Leader in a group of four. Designed and built data-driven dashboards with Power BI based on client requirements after performing data extraction, transformation, and publication.
  • Produced actionable insights and recommendations to teachers and received positive feedback. The project achieved an A grade.

Work Experience

Data Science Intern, CSIT, Sep 2023 to Nov 2023

  • Worked on a Natural Language Processing Project involving Chinese documents.
  • Conducted in-depth data exploration and cleaning, keyword extraction, and association rule mining on the given dataset.
  • Collaborated closely with data science mentors to enhance model results, incorporating feedback and implementing improvements to meet end-user needs.

Part-time Service Crew, Ichiban Sushi, Dec 2020 to Sep 2022

  • Attained WSQ Basic Food Hygiene Certification.
  • Handled complaints, supported customer needs, and promoted products to customers, exceeding sales targets.

Profile Views

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  1. Text-and-Social-Analytics-Project Text-and-Social-Analytics-Project Public

    How do people feel about Disneyland in the past years? Text and Social Analytics Project (TSAP) is a project that involves the scraping, processing, and analyzing of textual data.

    Jupyter Notebook

  2. Webapp-Development Webapp-Development Public

    The Webapp Development project is a group project, requiring individuals to collaborate in developing a flask application to drive digital innovation of a company by digitalising their existing bus…

    HTML

  3. Visual-Analytics-with-Power-BI Visual-Analytics-with-Power-BI Public

    Is Singapore a good place to live or work in? This project tackles the question using Power BI.

  4. Data-Analysis-on-Tableau Data-Analysis-on-Tableau Public

    How can we increase sales in the company? This individual assignment involves the development of interactive and effective data visualisations, integrate the visualisations into dashboards and pres…