Weather Tweets Sentiment Analysis
A project which features a task of classifying user's sentiments through tweets related to weather.
Data enthusiast,
Sports fanatic,
Lo-Fi music lover.
About me
A final-year student from the Singapore University of Technology & Design graduating in August 2022. Pursuing a Bachelor's Degree of Engineering (Engineering Systems & Design) with a double focus-track of Operations Research & Business Analytics and Supply Chain & Logistics Management. I enjoy analyzing operations and optimizing processes by utilizing softwares, data analytics or developing automation solutions. Constantly keeping up with the latest technologies which could assist in future projects.
Here are some of my technical skils and interests that I have gained from project and internship experiences.
Some of the work done as school projects and on my own time to put into practice some of the technical knowledge gained.
A project which features a task of classifying user's sentiments through tweets related to weather.
A project to analyze ceertain aspects of the COVID-19 pandemic which intrigued me. I chose to analyze the effectiveness of lockdowns on combatting infection rate.
A self-initiated project to determine an appropriate algorithm to predict a patient having diabetes and its contributing factors.
A self-initiated project to create an interactive dashboard to visualize the population of motor vehicle users in Singapore from the year 2005.
A school project to research any particular topic related to machine learning.
Some courses taken to further my knowledge and delve deeper into Data Analytics & Data Science techniques.
A Python course with a focus on utilizing data visualization libraries such as matplotlib and seaborn as well as machine learning algorithms through the use of the sci-kit learn library.
Foundational R programming concepts with an emphasis on data visualization and statistical analysis.
An introductory course on how to create complex queries in PostgreSQL to generate query reports alike in real-world situations.