MIN ANNE TAN

Health Informatics Master's graduate with a dynamic skill set encompassing IT and data management. Armed with a solid foundation as a hospital pharmacist with two years of experience, I bring a unique perspective to the intersection of healthcare and technology. A firm believer in the transformative power of continuous learning, I am eager to leverage my diverse background and transition into the dynamic realms of IT and data, contributing innovative solutions to propel organizational success.

Leveraging Artificial Intelligence and Machine Learning (ML) in Optimizing Software Development Role Allocation Processes (Annual Project) -Distinction

Role: Team Leader, Idea Innovator, Project Manager , NLP Model Developer Team

• Led and coordinate the team from initiation, planning to execution to design and implement an innovative web application utilizing the Myers-Briggs Type Indicator (MBTI) for personality assessment and role mapping
• Train and develop pre-trained BERT (Bidirectional Encoder Representations from Transformers) model to fit into project with an accuracy of 83.71%, F1 score 0.87.

Usage Of Machine Learning Algorithms to Evaluate Customers' Behaviour at A Single Supermarket Based on A Dataset From 2012 to 2014 – Distinction

Role: Data analyst

• Segmentation of Customer Behaviour at a Single Supermarket using clustering analysis (K-means algorithm)
• Utilised the recency, frequency, and monetary (RFM) model to analyze customer behaviour for targeted marketing purposes

Development of a web application page ‘HandyHome’ using Scrum Methodology - Distinction

Role: Front-End Developer, User Manual Designer

• Active commitment, discussion on revising use case and state diagrams with team members
• Part of front-end team and utilizes HTML, CSS, Javascript and Bootstrap in developing web responsive pages, integrated with CI/CD tool(GitHub) as central repository
• Developed an interactive user manual using Stonly for easy navigation

Sentiment Analysis of 10 Applications Reviews from Google Play Store: Developer’s Perspective - Distinction

Role: Team Leader, Data Analyst

• Led the team in planning the objective of data visualization and extracting important information from developer’s perspective
• Utilizes Tableau in creating data and interactive dashboard to interact and filter application type, sentiment polarity type, gender and time

Data Management System -Distinction and Big Data Management -High Distinction

Role: Individual Learning

• Demonstrated expertise in designing, implementing, and maintaining relational databases using SQL and big data Hadoop ecosystem