Personal Projects
1. EDA, analysis YouTube
Data extract and analysis Oct, 2019 — Now
Data extraction and cleaning. Analysis with pandas, seaborn to visualization the best channel Website: wakemei.com
![](/assets/images/wakemei_snapshot.png)
2. Masteringtyping
Developer and Designer Jan, 2016 — Jan, 2018
Created as hobby, develop and design UX/UI from the scratch. Take feedback from user and iterative improvement through each deployment. Website: masteringtyping.com
![](/assets/images/masteringtyping_snapshot.png)
3. Facebook site and data mining, using Gephi
Thesis 2014
Research user behavior on Facebook for thesis
![](/assets/images/thesis_website_visit.jpg)