Software Engineer based in Coimbra. Building scalable full-stack applications and real-time AI systems.
I am a Software Engineer completing my Master's in Informatics Engineering at the University of Coimbra, specializing in software architecture and applied AI systems.
My work centers on the end-to-end integration of modern software: connecting user-facing interfaces, high-throughput backend APIs, and machine learning pipelines into cohesive, low-latency applications.
I prioritize clean system design and predictable performance, focusing on turning complex data and algorithmic models into reliable, production-ready software.
AI Validation & Decision Support Intern
BreastScreeningAI
Validate and evaluate AI models for detecting breast cancer.
Freelance web developer
Various clients
Custom tools and websites, like the 3D printing calculator in the projects below.
Android Developer Intern
OneSource, Coimbra
Master's in Computer Engineering specialising in Software Engineering
University of Coimbra
Bachelor's in Computer Engineering
ISEC
A Model Context Protocol server connects an LLM to the library's backend APIs in a controlled way. On top of it, an agent understands the user's request and picks the right tools on its own to search the catalog, borrow books and check loans, always through real API calls.
A quoting tool built to capture leads in a paid advertising funnel. It runs in the browser as a PWA and also as a desktop app. It pulls product data from Odoo through a proxy that works around CORS, and it's deployed on the client's own subdomain.
Cleaning and normalizing high-dimensional tabular data with missing values and strong class imbalance. Feature selection with correlation analysis and Kruskal-Wallis, then a comparison of Naive Bayes, Random Forest, SVM and Mahalanobis distance. Models were judged on sensitivity, specificity and ROC-AUC, with decision thresholds tuned to reduce false negatives.
An app that recommends movies based on each user's tastes. Spring Boot backend, React frontend and a CI/CD pipeline on GitLab.
If you'd like to talk about a project, an opportunity or anything you see here, get in touch.
martim.alexandre04@gmail.com