Data Scientist
Micron Semiconductor
مجموع سنوات الخبرة :4 years, 8 أشهر
• Data Analytics: Performed data analysis on raw material expenditures, translated intricate datasets into actionable insights, resulting in a remarkable $17.5 millions cost savings opportunities.
• Machine Learning: Led the development of a Preventive Maintenance (PM) optimized schedule solution by leveraging advanced optimization algorithm, resulting in 7452 man-hours savings annually, reduced PM sessions by 25% and improve machine downtime by 8.75%.
• SQL: Developed and optimized complex SQL queries for data analysis and manipulation, enhance Extract, Transform, Load (ETL) processes, and sustained operational efficiency, resulting in streamlined data flow and reduction in query time.
• Data Visualization: Developed a comprehensive Tableau dashboard for production machine alarms, featuring advanced filtering and email subscription options for rapid trend analysis and root cause investigation, minimizing machine downtime.
• ETL Process Execution: Executed ETL process, achieving 90% improvement in data efficiency for machine alarm dashboard, enabling real-time monitoring capabilities.
• Cloud Technology: Utilized Vertex AI as the central hub for all Python-based data analytics projects, seamlessly integrating with BigQuery to expedite data analysis, driving efficiency and innovation across organization’s cloud infrastructure.
• RPA: Spearheaded the end-to-end development and deployment of over 15 RPA solutions utilizing UiPath, driving labor productivity savings of 135 man-hours/week, while also responsible to be a Tenant Admin managing UiPath Orchestrator and RPA innovations.
• Global Collaboration: Collaborated with global teams, reducing the operational expenses on RPA licensing by 20% through shared resource utilization and streamlined processes across global sites.
• Leadership: Pioneered RPA initiative, achieving 100 man-hours/week savings while mentoring 60+ cross-functional team members in RPA solution development, emphasizing best practices, documentation and fostering culture of innovation.