To create a portfolio that showcases the projects I have undertaken and demonstrates my skills in the field of Data Science.
- In this project, I developed a fraud detection system using Machine Learning techniques. I applied classification and clustering algorithms to identify suspicious patterns in the transactional data of an e-commerce company.
- The system proved to be effective in detecting fraud, contributing to the security and reliability of transactions.
- Check out my App:
▶️ https://huggingface.co/spaces/KarinaCardozo/PrevencionFraude - In this project, I conducted an analysis of football plays using Data Science techniques. I used heatmaps to analyze passes and defensive actions at specific coordinates on the field, identifying gameplay patterns.
- I generated pass networks to identify a team's playing circuits and developed a model to predict expected goals using variables such as shot location, angle, and body part used.
- The results were evaluated against a reference model and achieved similar values.
- Continue learning and applying advanced Data Science techniques in challenging projects. Contribute to the development of analytical solutions that enable data-driven decision-making. Collaborate in multidisciplinary teams and contribute value through data analysis.
- I am seeking professional opportunities that allow me to further grow in the field of Data Science and contribute my expertise to innovative projects.