Serverless Python bot powered by Playwright and Google Cloud APIs. Autonomously scrapes corporate shift portals, syncs schedules with Google Calendar, and generates real-time payroll forecasts in Google Sheets. Deployed via GitHub Actions with secure OAuth 2.0 and CI/CD cron jobs for zero-maintenance automation.
Autonomous Shift Sync & Payroll Engine
Transforming legacy corporate portals into modern, automated workflows.
Necessity is the mother of invention. Like many professionals doing shift work, I found myself constantly logging into a clunky corporate portal just to check my schedule. Writing down shifts manually was tedious, and keeping track of variable payroll data (night shifts, holidays, split shifts) was a logistical headache prone to human error.
I built this project to scratch my own itch: I wanted a system that worked for me, not the other way around. What started as a personal script has evolved into a robust, serverless automation engine. It proves that even legacy systems without native APIs can be seamlessly integrated into modern cloud ecosystems.
This bot acts as a 24/7 personal assistant and accountant. It eliminates manual data entry and provides total financial clarity by doing the following autonomously:
- Never Miss a Shift: Automatically extracts the latest schedule from the company portal and syncs it directly to Google Calendar.
- Financial Forecasting: Calculates exact gross payroll estimates before the month ends, accounting for base rates, night hours, holiday multipliers, and transport bonuses.
- Data Preservation: Maintains a historical record in Google Sheets, ensuring that past shifts and manually inputted overtime are never overwritten.
This project is built with scalability, security, and zero-maintenance in mind. It runs entirely in the cloud without the need for a dedicated server.
- Core Language:
Python 3.11 - Headless Automation (Scraping):
Playwrightis used to navigate the corporate portal, handle secure logins, and extract HTML table data dynamically. - Cloud Infrastructure:
Google Cloud Platform (GCP). Integrates natively via OAuth 2.0 with:- Google Calendar API: For real-time schedule injection and event color-coding.
- Google Sheets API: For dynamic matrix reconstruction and payroll calculations.
- Google Drive API: For automated folder and file lifecycle management.
- CI/CD & Serverless Execution: Deployed on
GitHub Actions. A Cron Job triggers the pipeline every hour, creating a truly autonomous, "set-it-and-forget-it" architecture. - Security: Strict separation of concerns. Passwords and API tokens are completely decoupled from the codebase, stored safely via GitHub Secrets and injected at runtime as environment variables.
Disclaimer: This is a showcase project built for educational and portfolio purposes. It operates in a private cloud environment and does not distribute third-party data.