Filipa Chambel

Software engineering notes, projects, and learning

I’m Filipa, a software engineer documenting what I build, what I’m learning, and how I think through technical problems.

ReactTypeScriptNode.jsUI-UXAPIsDevOpsPythonJavaAWSAzureGCPDocker

About

This portfolio is a place where I collect my software projects, technical notes, and reflections from learning and building.

I use it to document ideas, explain decisions, and track my growth as an engineer.

Engineering Notes

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

Projects & Experiments

Software projects, prototypes, and case studies showing what I built and what I learned from the process.

Learning Journal

Reflections on engineering habits, problem-solving, cloud, AI, systems, and career growth.

Work

Projects & Experiments

Builds, prototypes, and case studies from my engineering learning process.

BiasShield project preview

BiasShield

AI browser extension that detects misogynistic and deepfake content online, with user-controlled filtering, exposure analytics, and privacy-conscious session tracking.

ReactTypeScriptFastAPIFirebaseDistilBERTCLIPMultilayer PerceptronAI Browser Extension

Writing

Engineering Journal

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.

BiasShield ACM publication preview

Single Post

From final-year project to ACM publication: BiasShield

How BiasShield became an ACM paper, covering the multimodal detection pipeline, fairness findings, and the design of user-controlled moderation.

WebSci Companion ’26ResearchDOI: 10.1145/3795513.3810444
BiasShieldACMFairnessAI Safety

Questions, feedback, or ideas?

Feel free to reach out if something here was useful or made you think.

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