Data Science
- Impute Pipelines - Use machine learning to fill in missing data. Utilize hyperparameter tuning to find the optimum parameters.
- Visualizing Map Region Prefix/Suffix - Utilize NLP to group region name prefix/suffix.
- Word-Based Analysis With Song Lyrics - Visualize lyrics trend using NLP and use topic modeling to find common words per specified clusters.
Tools
- setup-new-computer-script - An Ansible playbook to set up a new Mac with required software and configurations. Linux version here.
- subsonic-github-readme - Now playing and random tracks widget via subsonic API. Golang port here.
- todotxt-to-calendar - Convert todo.txt entries to calendar all-day event.
- water-cut-notify - Send water cut alert as LINE notifications.
Misc
- Self-hosting - Self-hosting open-source alternatives for popular services. Managed via docker-compose.
- terraform-sops-ssm - Create SSM secrets from SOPS-encrypted secrets, with IAM roles & users creation for SSM access.