Copyright 2019 Reflux Design
About Me
Hello! I'm Nadia.
I'm from Taiwan and now I'm living in Adelaide, Australia. I like traveling, cooking, watching movies and dramas and also making friends. I have experience in data analysis, web design and project management. I'd like to share what I learned, where I went, and what I'm interested in.
Work Experience
Reporting Analyst
Mar 2024 - Present | Amplify-Now
Data Analyst Intern
Jul 2022 - Aug 2022 | Institute for Information Industry
- Conducted comprehensive analysis and synthesized findings from advanced Federated Learning research, significantly enhancing the content and insights for key periodic reports.
- Spearheaded the development of a predictive model using PyTorch and the MNIST database, achieving a specific metric of improvement, which demonstrated the practical application of complex theoretical concepts.
Research Assistant
Sep. 2021 - Jan. 2023 | National Tsing Hua University
- Innovated research processes by designing and implementing an interactive MS Power BI dashboard, leading to a 20% surge in data utilization and significantly streamlining data analysis workflows.
- Expertly managed and executed comprehensive surveys and questionnaire coding, markedly improving dat accuracy and reliability, thereby enhancing the overall quality of research outcomes.
Project Specialist
Sep. 2017 - Mar. 2021 | National Chiao Tung University
- Successfully led the management of a dynamic online course platform, servicing over 100 colleges and receiving recognition from 250+ medical institutions, thereby significantly expanding the platform’s educational impact and reach.
- Performed insightful data analysis resulting in comprehensive monthly reports that were instrumental in strategic planning and data-driven decision-making across the institution.
- Delivered top-tier customer service to approximately 45 users daily, coupled with the design and presentation of over 5 educational lectures per year, effectively boosting user engagement and educational outreach.
Education
M.S. Institute of Learning Science and Technologies
National Tsing Hua University, 2023
- GPA: 4.22/ 4.3
- Thesis: Restaurant Recommendation System Based on Text Mining and Visualization Techniques of Google Reviews
Skills
Programing
Python, R, SQL, HTML, CSS, Git
Visualization
MS PowerBI, Tableau, Matplotlib, ggplot2
Certificates
Volunteering
Photographer
Taichung City Government, Taiwan, 2014
Host Family
Ministry of Foreign Affairs, Taiwan, 2014
Interested in
I'm interested in several fields: data analysis, web design, educational games and AI painting. Also, I did some side projects and just to name a few. For more information, please see My Projects and my Github.Data Analysis
With Text Mining and Visualization techniques, I analyzed social media comments, creating a Restaurant recommendation system. Besides, I analyzed traffic data creating an accident heatmap of my University surroundings. Moreover, I created a dashboard helping people to quickly understand the growth of after-schools over the years.
AI Painting
I like painting especially water color since I was little. I also learned calligraphy and ink painting. When I grow up, I seldom have chance to paint again. As AI grows, I found another way such as Midjourney & Leonardo.ai to create beautiful painting. With model and prompt, I can create works in a very short time. More please see My work.
Web Design
When I worked as a project specialist, this was my first time to know web and HTML. I didn't systematicly learn web design until the end of 2023. I learned HTML5, CSS3, and JavaScript through coursera courses, and built my own Portfolio website and Django system (in progress).
CV
Please see my CV below.My Projects
Here I will simply share some side projects. For more details please see my Github.
Restaurant Recommendation System Based on Text Mining and Visualization Techniques of Google Reviews
Techniques: Python, Machine Learning, MS PowerBI
Word Embedding Visualization of Restaurant Word2vec Model
Techniques: Python, Machine Learning, Word2vec
Betting Game
Techniques: Arduino, C++
Diving Girl Cleans Ocean
Techniques: Scratch
The Growth of After Schools in Taiwan Over the Years
Techniques: Python, MS PowerBI
Traffic accident heatmap in Hsinchu, Taiwan
Techniques: R
My Work
I'm a travel lover, amateur photographer and foodie. I like to take photos when I'm traveling. This is a section I'd like to share my favorite photos I took and AI paintings I made.I also have an instagram account especially for travel records. For more information please see my instagram.
