Engineering Notes
Short explanations of tools, patterns, concepts, and things I want to understand better.

I’m Filipa, a software engineer documenting what I build, what I’m learning, and how I think through technical problems.
About
I use it to document ideas, explain decisions, and track my growth as an engineer.
Short explanations of tools, patterns, concepts, and things I want to understand better.
Software projects, prototypes, and case studies showing what I built and what I learned from the process.
Reflections on engineering habits, problem-solving, cloud, AI, systems, and career growth.
Work
Builds, prototypes, and case studies from my engineering learning process.
Writing
A collection of notes, explanations, and reflections from things I'm learning or building.
I write about software engineering, frontend and backend development, systems, cloud, AI, and the decisions behind my projects.

Single Post
How BiasShield became an ACM paper, covering the multimodal detection pipeline, fairness findings, and the design of user-controlled moderation.
Feel free to reach out if something here was useful or made you think.