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Rui SoaresRS
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Rui Soares

@ruisoares

Software engineer at SMARTEX.ai who developed a Qdrant image search tool that expanded an ML dataset 13×.

Portugal
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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.

Experience

Work history, roles, and key accomplishments

SN

Summer Internship

Sngular

Jul 2025 - Aug 2025 (1 month)

Developed a custom filtering interface using React, JavaScript, and Atlassian Forge for the Jira Service Management ecosystem, reducing ticket response times and optimizing workflow efficiency. Designed UI components enabling cross-functional teams to filter through complex request types.

EE

External Relations

Encontro Nacional de Estudantes de Informática (ENEI)

Nov 2024 - Apr 2025 (5 months)

Assisted with sponsorship outreach and secured essential funding. Executed ground logistics to ensure the success of the event, which brought together over 500 students nationwide.

Education

Degrees, certifications, and relevant coursework

FP

FEUP - Faculty of Engineering of the University of Porto

M.Sc., Software Engineering

2024 -

Grade: 17/20

Pursuing a Master of Science in Software Engineering, focusing on good practices in the software development lifecycle, with a final grade of 17/20.

FP

FEUP - Faculty of Engineering of the University of Porto

B.Sc., Informatics and Computing Engineering

2021 - 2024

Grade: 14/20

Completed a Bachelor of Science in Informatics and Computing Engineering, covering principles in IT, with a final grade of 14/20.

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