- Developed an R&D test web application in R Shiny for the "SMARTSHIP" project, serving as a foundation for the MyImpact@Sea webapp.- Conducted data analysis for vessel performance, including hull, propeller, boiler, and main engine analysis.- Implemented various features in the application such as data quality download and filters for voyage and legs in dashboards.- Researched time series forecasting for the EVA – Speed Boat project, enhancing container demand forecast accuracy.- Developed dashboards for monitoring data consistency and conducting imbalance analysis.- Conducted research on exporting machine learning models from Dataiku to C++ environments, identifying ONNX and PMML as viable formats.- Played a key role in preprocessing data for the "Routing High Frequency Model" project, focusing on sailing status data.- Created a performance assessment tool to evaluate in-house models against external solutions.- Demonstrated leadership in a competitive Datathon, leading to a top placement and recognition.- Developed multiple workflow optimization tools as a freelance business and data analyst, automating tasks and enhancing efficiency.

- Designed mechanical systems in the construction domain for a residential unit in KSA.