Curriculum Vitae
Education
Data Science MSc
Polytechnic of Leiria
Period: 2021 - 2023
Location: Leiria, Portugal
Focus Areas: Machine Learning, Statistics, Data Mining
Electrical and Computers Eng. BSc
Polytechnic of Leiria
Period: 2010 - 2016
Location: Leiria, Portugal
Focus Areas: Digital Systems, Analog Electronics, Circuit Design
Thesis: High Definition Audio Converter
Organic Farming BSc
Polytechnic of Coimbra
Period: 2006 - 2009
Location: Coimbra, Portugal
Focus Areas: Organic Horticulture, Fruticulture, Crop Protection
Thesis: Beneficial and Harmful Arthropods in Cucumber Greenhouse Cultivation
Data Science MSc
Polytechnic of Leiria
Period: 2021 - 2023
Location: Leiria, Portugal
Focus Areas: Machine Learning, Statistics, Data Mining
Electrical and Computers Eng. BSc
Polytechnic of Leiria
Period: 2010 - 2016
Location: Leiria, Portugal
Focus Areas: Digital Systems, Analog Electronics, Circuit Design
Thesis: High Definition Audio Converter
Organic Farming BSc
Polytechnic of Coimbra
Period: 2006 - 2009
Location: Coimbra, Portugal
Focus Areas: Organic Horticulture, Fruticulture, Crop Protection
Thesis: Beneficial and Harmful Arthropods in Cucumber Greenhouse Cultivation
Certifications
Pedagogical Skills Certificate - Trainer
IEFP
Focus Areas: Learning Methods & Assessment, Pedagogical Development, Communication Skills, Group Dynamics
Issued Date: Nov 2022
RGPD for Implementers in Public Administration
NAU Platform
Focus Areas: Data Protection & Privacy Regulations, Security Implementation, Compliance Documentation
Issued Date: Nov 2021
Neural Networks and Deep Learning
Coursera
Focus Areas: Deep Neural Networks, Backpropagation, Neural Network Architecture, Gradient Descent, Loss Functions
Issued Date: Aug 2017
Machine Learning Foundations: A Case Study Approach
Coursera
Focus Areas: Regression Analysis, Classification, Clustering, Information Retrieval, Recommender Systems, Real-world Applications
Issued Date: May 2016
Introduction to Python for Data Science
DataCamp
Focus Areas: Python Fundamentals, NumPy Arrays, Pandas DataFrames, Data Visualization, Basic Statistics, Data Manipulation
Issued Date: May 2016
Work Experience
Researcher
University of Coimbra - CISUC
Period: Sep 2024 - Present
Location: Coimbra, Portugal
Responsibilities: Deep Learning, LLMs, Music Information Retrieval, Emotion Recognition
Skills: Python, Pytorch, GitHub, Technical writing
Researcher
Polytechnic of Leiria - CIIC
Period: Jul 2022 - Sep 2024
Location: Leiria, Portugal
Responsibilities: Deep Learning, Computer Vision, Image Segmentation, Representation Learning
Skills: Python, Keras, TensorFlow, GitHub, Technical writing
Camp Coordinator
Adecco Portugal
Period: 2021
Location: France, Belgium, Netherlands, Czech Republic
Responsibilities: Managed data collection, executed GIS operations, and trained teams for Apple Maps operations.
Skills: GIS, Logistics, Human Resources Management, Systems Maintenance
Camp Coordinator
Adecco Outsourcing France
Period: 2020
Location: France, Netherlands, Germany
Responsibilities: Managed data collection, executed GIS operations, and trained teams for Apple Maps operations.
Skills: GIS, Logistics, Human Resources Management, Systems Repair and Maintenance
Crew Support
Kelly Portugal
Period: 2019
Location: Portugal, Spain, Germany, Italy, Netherlands
Responsibilities: Supported data collection, coordinated logistics, and operated Apple Maps vehicles.
Skills: Logistics, Systems Maintenance, Vehicle Operation
Specialized Technician
ISICOM
Period: 2018
Location: Leiria, Portugal
Responsibilities: Installed and maintained industrial automation cells for mold industry.
Skills: CAD, Electrical installations, SQL, basic Ladder Logic, Robot and CNC handling and programming
Electronics Technician
Quadrifonia
Period: 2018
Location: Leiria, PT
Responsibilities: Installation and repair of multimedia systems, lighting fixtures, public address systems, and cabling.
Skills: Electronics repair, Audio-visual systems, Electrical wiring
Factory Operator and Shift Manager
Iberoalpla
Period: 2017
Location: Marinha Grande, PT
Responsibilities: Operated and maintained plastic packaging machines, quality control, packaging, and forklift operation..
Skills: Machine operation, Quality control, Forklift operation, Shift management
Grape Harvesting
Badeur-Mimeur and Domaine les Aricoques
Period: 2016
Location: France
Responsibilities: Harvested grapes for winemaking in vineyards.
Skills: Agriculture, Team collaboration, Physical labor
Language Proficiency
Portuguese
Native proficiency
English
Upper-intermediate to Advanced user
French
Basic user