• Develop RESTful services with FastAPI for CRUD operations
• Design high-performance APIs following best practices
• Utilize Liquibase for seamless database schema control and automation, ensuring consistency in diverse environments

It was a machine learning project on which I had worked in the final year of my master's degree. I was involved from beginning to end of the project starting with the pre-processing of the supervised dataset such as handling imbalanced dataset, data encoding, missing value analysis, applying algorithms, and analysisof the result.