Tom Denis

Hogeschool Inholland of Diemen

Data Science, Bachelor of Science in Mathematical Engineering•  September 2020 - Present•  Percentage: 70.1

Logo de Hogeschool Inholland Mathematical Engineering | Data science Mathematical Engineering | Data science Inholland University of Applied Sciences · Temps pleinInholland University of Applied Sciences · Temps plein sept. 2020 - aujourd’hui · 4 ans 2 moisDe sept. 2020 à aujourd’hui · 4 ans 2 mois Diemen, Hollande Septentrionale, Pays-BasDiemen, Hollande Septentrionale, Pays-Bas Obtained expertise in multiple programming languages such as Python and Java, along with Excel, MongoDB, Neo4j, and MySQL. Gained a solid understanding of mathematics, statistics, database management, and project management. • Designed and managed all aspects of projects from inception to completion. • Completed a database project, connecting a database to a graphical user interface created in Python. • Created a new project for an outside organization by coordinating with professionals. Key Projects: Machine learning Project: • Developed and implemented supervised and unsupervised machine learning algorithms to perform predictions about the popularity of news articles. • Conducted thorough testing and validation to evaluate the accuracy, reliability, and generalization of the model applied to a dataset categorizing news articles, ensuring a robust performance of the machine learning algorithms. Project development • Designed a Java software to extract and analyse data from a large data set to conduct comprehensive statistical analysis for the lifespan of a composite bridge made by Sweco. • Utilised Software Engineering technics and methodologies to capture and document the intricate requirements and for a customized software solution tailored to meet the distinctive needs of Sweco. Web Scraping Project: • Utilised Graph Theory mathematics to collect and analyse inventory data of two online shops in automatic fashion. • Established network of pages and used graph theory to draw conclusions on recommendation algorithm of websites.