Faculty of Engineering of the University of Porto
MSc in Informatics and Computer Engineering
An integrated masters' degree in computer engineering with a final GPA of 15 and a 19 mark on my dissertation (0-20 scale).
VSB - Technical University of Ostrava
ERASMUS
I took part in the ERASMUS exchange student program in 2019 and went abroad to study at VSB-TUO, which was a very enriching experience.
Machine Learning, Data Science and Deep Learning with Python on Udemy by Frank Kane
Spark and Python for Big Data with Pyspark on Udemy by Jose Portilla
Complete Tensorflow 2 and Keras Deep Learning Bootcamp
Jumpseller
Machine Learning Engineer
Created the recommendations Engine - NLP pipelines on AWS Sagemaker/Glue - Word embeddings with Word2Vec - Tensorflow. Online session-based GRU4REC with MlOps setup.
Farfetch
Machine Learning Engineer
Recommendations cluster - ETL pipelines on Azure Databricks - Personalised fashion outfits via an LSTM Tensorflow model - Model serving with Gunicorn, Docker, MLFlow and Kubernetes - Batch processing via Spark. Matrix factorization + serving dot product recommendations.
Revolut
Data Scientist
Fincrime department - CNP transactions fraud detection - Gradient Boosting regression trees via lightgbm.