Marketing Analytics System Development

The main goal for the project is to develop a marketing analytics system that pulls data from social media data sources like LinkedIn, X, HubSpot, etc. The system should be automated and end with a PDF/image report in a slack channel on a weekly basis. The system will run some data analysis in a python script on serverless infrastructure like Google Cloud Functions on an hourly trigger. Project team members will have support of team members with python/GCP/data-analysis expertise and will work closely with the head of marketing to select a few metrics for weekly reporting.

Legacy Data Wrangling and Visualization Application Conversion

The main goal for the project is to convert the legacy data wrangling and visualization application written in JavaScript to Python, containerize it, and use FastAPI as the server. This will involve several different steps for the learners, including: - Analyzing the existing JavaScript codebase and understanding the data wrangling and visualization logic. - Converting the existing JavaScript code to Python and ensuring compatibility with the single dataset/datafile. - Containerizing the Python application for easy deployment and management. - Integrating FastAPI as the server for the containerized application.