Update: 8 May 2024, Melbourne
Marketing Operations #
Web management
- Managing the development of price-update webapp for 5 key eCommerce stores
- Integrating custom functionalities into existing automated workflow and reports (most likely via Zapier, but open to MS Power Automate as well)
Data analytics
- Learning to build data lake, and ETL/ELT pipeline
- Learning & using Power Query to streamline data cleaning and transformation from legacy quoting system, WooCommerce and Shippit
- Building product demand forecast models (using XGBoost, LSTM or ARIMA) to assist with inventory management and enhance customer service
Site reliability
- Hardening Wordpress, Plesk and AWS instance
Learning sysadmin & cloud #
- Learning to deploy VMs and config them with Terraform and Ansible
- Creating automated backup plan following 3-2-1 principle
- Learning to setup, run and troubleshoot various apps in the form of either VM or docker container: Jellyfin, LLM finetuning, Minecraft server, Kiwix, and Vaultwarden
- Reducing overall dependence on SaaS providers and other platforms for sensitive data storage and sharing