Now

I've just wrapped up the Azure Data Scientist Career Path on Microsoft Learn, a program focused on designing, training, and deploying machine learning models using Azure Machine Learning.

Over the past few weeks, I've explored everything from configuring workspaces and running experiments to optimizing and deploying models in production.

Now, I'm preparing to sit for the Microsoft Certified: Azure Data Scientist Associate exam.

The user interface (UI) MVP for this JSE stock analysis app is complete and polished.

The current focus is entirely on the intelligence layer: automating the creation of insightful investment reports using AI.

This feature is designed to cut through financial jargon and instantly give new investors the confidence and clarity they need to make long-term, informed decisions.

Not Financial Advice: The app is a tool for education and analysis only, and the output (including AI-generated reports) does not constitute personal financial advice.

Designing Machine Learning Systems - Chip Huyen