PhD researcher in Computer Vision for Sports Analytics π§π»βπ»
MSc Data Science π
BSc Computer Science π₯
Highlights
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ViT-Forest-Fire-Detection
ViT-Forest-Fire-Detection PublicComputer Vision project focused on detecting smoke and fire in wild environments. The Google Vision Transformer was fine-tuned on a custom dataset.
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T5-Text-to-Title
T5-Text-to-Title PublicT5-based model able to generate a title for a given text.
Jupyter Notebook 1
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RealTime-CreditCard-Transactions-Analysis
RealTime-CreditCard-Transactions-Analysis PublicEnd-to-end real-time credit card transactions application. Made with Kafka, Spark, Bootstrap, ECharts, RxJS.
HTML 1
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toxic-comments-classification
toxic-comments-classification PublicEnd-to-end comments classification task focusing on Semantic Representation of text. Comparison different approaches: TF-IDF, Word2Vec and Doc2Vec.
Jupyter Notebook 3
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ThemeParkAccidents_RDF-SPARQL
ThemeParkAccidents_RDF-SPARQL PublicWeb app that provides an analysis of theme park ride accidents using Semantic Web technologies (RDF & SPARQL). Made with Python.
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