Languages
Tools for building backend logic and solving problems.
Skills & tools
Foundations for reliable software.
A growing toolkit grounded in backend engineering and hands-on learning.
Databases
Foundational concepts for working with structured application data.
Frameworks & APIs
Application frameworks and interfaces for service development.
AI & machine learning
Growing practical knowledge for data-driven and AI-enabled backends.
DevOps & tools
Everyday tools and practices that support a dependable workflow.
Current focus
From backend fundamentals to production AI.
My learning roadmap pairs Python and machine-learning foundations with the practical engineering needed to serve AI capabilities through reliable APIs.