Collecting data from various sources depends on the research needs. Perform sentiment analysis and statistical testing to obtain the research findings.

Led the development of system integration projects aimed at measuring and enhancing Key Performance Indicators (KPIs) for an exporter company. The system should be capable of generating strategic initiatives that result in improved operational efficiency and performance based on data. Collaborated cross-functionally to ensure seamless integration and alignment with measured KPIs. Regularly reported project progress and proposed solutions to stakeholders.