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PhD Researcher & Biomedical Engineer | Artificial Intelligence | Data Science | Digital Health | E-Teaching
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Assessing your cultural and operational fit
Demo_Simulado_v4
June 15, 2026 – Present
Demonstração de boas-práticas de um projeto de dados para a turma do SCTec
View ProjectDesenvolvimento_IA_Analise_Preditiva
May 18, 2026 – Present
Formação em IA, analise preditiva e ciência de dados
View ProjectBiomechanics-ML
February 26, 2026 – Present
Pipeline de ML com visão computacional para análise de marcha — da aquisição de dados por vídeo à tomada de decisão assistida por IA. Sports2D, scikit-learn e SHAP, enquadrado pelos pilares do framework Reality-Centric AI
View ProjectPadel-Tracking
February 18, 2026 – Present
O desafio foi extrair, a partir de um vídeo de transmissão convencional (câmara fixa, ângulo oblíquo), a posição real de cada jogador na quadra em coordenadas planas (vista zenital/top-down), mesmo quando as posições dos jogadores se cruzam ou se sobrepõem visualmente. Por fim, o sistema fornece dados para análise tática.
View ProjectGait-Stability-Prediction-Through-Synthetic-Time-Series-and-Vision-Based-Data
April 8, 2025 – April 8, 2025
This repository contains both original and synthetic datasets used in our research paper: "Gait Stability Prediction Through Synthetic Time-Series and Vision-Based Data."
View ProjectSynthetic-Data-TVAE-for-Athlete-Performance-Attenuation-Prediction
April 5, 2025 – April 5, 2025
This synthetic data, developed through a TVAE model, was used to investigate the improvement of performance attenuation prediction in Gaelic Football athletes.
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards data science and machine learning, particularly in sports analytics and computer vision. This aligns well with a Data Scientist role. However, the lack of diverse project types or team-based work in the provided data limits the assessment of broader cultural fit. All projects are listed as 'personal'.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, indicating no completed assessment.