Ivy Pratiwi

Data Scientist | Front End Developer

Key Profile

  • An optimistic, result-driven, and hard-working individual with ready to learn mindset always excel in developing and maintaining good relationship with people from various backgrounds.
  • A proven track record as high achiever: QUT Dean's List Award recipient and highest performer for bachelor degree programme in 2015.
  • Front-end development skills: ReactJS, React Native, NodeJS, Express, Cloud Computing (AWS), HTML, CSS, Bootstrap, JavaScript, Python Flask, Python Jinja, and MySQL.
  • Data science skills: Data Preprocessing, Machine Learning, Classification (Decision Tree, Logistic Regression, Neural Network, SVM), Clustering and Association Mining (K-Means, DBSCAN, Apriori), Text and Topic Analysis (NLP, NLTK, TF-IDF, LDA, NMF).

Experience

Data Analyst
BHP (Australia) | Aug 2021 - Present
QA Engineer Intern
Tiny Technologies (Australia) | Feb 2021 - Jul 2021
  • Undertook software testing and troubleshooting.
  • Designed and implemented test cases for new and existing features.
  • Executed the test process and consolidating test results.
  • Assisted in test automation.
  • Technology used: Jira, Testrail, Javascript (NodeJS), Docker, HTML.
Rapid Design Sprint Collaborator
Queensland University of Technology (Australia) | Oct 2019 - Dec 2019
  • Shortlisted to join QUT Colab and worked in a team to solve a learning and teaching problem in QUT. Our solution was placed in the third place and we were hired to improve the minimum viable product (MVP).
  • Created an online platform, named as Interact, to establish a supportive environment for international students in QUT.
  • Technology used: HTML, CSS, and JavaScript.
Accounts Executive
Quantum Inventions Pte Ltd (Singapore), Subsidiary of Continental AG Corporation | Feb 2016 – Dec 2017
  • Managed full set of accounts (Balance Sheet and P&L) for parent company in Singapore and its subsidiaries in South East Asia for month and year end closing.
  • Prepared, maintained and managed company’s account readily for the quarterly GST submission, annual budget, and periodic forecast of cash flow.
  • Maintained and monitored fixed asset register, inventory and other accounting function within the company.
  • Prepared Projects related, Inter-company billing and reconciliation.

Education

Master of Information Technology (Data Science Major)
Queensland University of Technology | Jul 2019 – Jul 2021
  • International Merit Scholarship recipient from QUT Science and Engineering Faculty.
  • Dean's List Award recipient for excellent performance.
  • Completed a web development project using AWS Auto Scaling, S3 bucket and ElastiCache.
  • Undertook an industry project in Data Science with DNRME utilising Natural Language Processing (NLP) and clustering algorithms.
  • Completed a project with EzyQuip Hire to develop a predictive model and descriptive analysis for their maintenance and cost strategy.
  • Technology learnt: reactJS, react native, nodeJS, express, cloud computing, python flask, jinja, HTML, CSS, Data Science and Machine Learning algorithms (classification, clustering and text mining).
  • GPA: 7.0 out of 7.0
Chinese Language and Culture
Zhejiang University | Mar 2018 – Jan 2019
  • Studied Chinese language and culture, more importantly understanding the history and impact of financial planning and decisions made by Chinese government.
  • Scholarship recipient for the Chinese Language Study for an outstanding performance in the first semester.
Bachelor of Science (Honours) in Finance
University College of Dublin | May 2014 – Mar 2016
  • Graduated with First Class Honours and the highest GPA of the cohort.
  • Programme Achievement Award Recipient for outstanding academic performance.

Award

International Merit Scholarship
Queensland University of Technology | Jul 2019 – Jul 2021
  • International Merit Scholarship recipient from QUT Science and Engineering Faculty.
Dean's List Award
Queensland University of Technology | Feb 2021
  • Awarded a place on the Dean's List for Excellent Academic Performance for all semesters.
Program Achievement Award
University College Dublin | May 2016
  • Awarded with Program Achievement Award for graduating with the highest Grade Point Average (GPA) in cohort.
Annual CISI National Award (Singapore)
Chartered Institute for Securities and Invesment | Jan 2014
  • Awarded Annual CISI National Award (Singapore) for top performance on International Introduction to Securities and Investment examination result in 2014. The examination result is one of the highest in Singapore during 2013/2014 awards selection period.

Certificates and Online Courses

Microsoft Certified: Data Analyst Associate
Microsoft | Nov 2021
Microsoft Certified: AI-900 AI Fundamentals
Microsoft | Jul 2021
Microsoft Certified: AZ-900 Azure Fundamentals
Microsoft | Apr 2021
Google Cloud Platform Fundamental: Core Infrastructure
Coursera | Jul 2020
Advanced Scripting with Axure RP
LinkedIn Learning | Mar 2020
Axure RP for UX Design
LinkedIn Learning | Nov 2019
International Operations Certificate (Singapore)
Chartered Institute for Securities and Investment (CISI) | May 2014
International Certificate in Investment Management (Singapore)
Chartered Institute for Securities and Investment (CISI) | May 2014

Activities

  • QUT Connector | QUT College of Excellence
  • World Science Festival Volunteer
  • Something Digital Festival Volunteer
  • YOW Developer Conference Volunteer

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