At SMARTEX.ai, I developed a Qdrant-based image similarity search tool that expanded an ML dataset 13× from a single query image. I implemented its Angular interface and Python backend, and deployed Qdrant connected to the existing storage infrastructure.
At Sngular, I developed a custom filtering interface for the Jira Service Management ecosystem using React, JavaScript, and Atlassian Forge. At INESCTEC, I engineered AI-driven building detection models and footprint segmentation pipelines for disaster response.
My M.Sc. in Software Engineering from FEUP included a dissertation on improving ML processes using vector databases for similarity search. I also developed KurzVid with the winning team at the 7.1TechHubHackathon: First Season.

