Stefio Yosse Andrean Email & Phone Number

Stockholm, Stockholm County, Sweden

• Collaborated with Zenseact to develop vision-based deep learning models supporting Advanced Driver Assistance Systems (ADAS) functionality.
• Developed a segmentation model for detecting camera blockages, successfully achieving Euro NCAP safety certification, and now deployed in production vehicles.
• Developed a classification model for scene recognition, which is also implemented in production vehicles.
• Designed and implemented a model KPI pipeline using the OpenShift platform, complete with real-time KPI monitoring via a dashboard.
• Chair of the company’s reading club, facilitating discussions on the latest research in deep learning and computer vision.

Stockholm, Sweden

• Conducted research on four physics projects within the ATLAS experiment, extensively utilizing C++ and Python for data analysis and algorithm development.
• Developed an optimization algorithm that improved sensitivity by 20% in the search for a hypothesized particle.
• Innovated a data processing technique that significantly reduced CPU time by skipping a major processing step with minimal impact on data accuracy.
• Created a comprehensive data analysis software capable of preprocessing data, implementing machine learning classifiers, and performing statistical analysis.
• Implemented CI/CD pipelines and containerization to ensure consistent environment preservation and streamlined software deployment.
• Delivered presentations at over 10 conferences, workshops, and scientific events, sharing research findings and methodologies.

Jakarta

• Attended one year of fresh graduate development program for the position of field engineer.
• Gained insight of the energy service industry by rotating in all departments inside the corporation.

Doctor Of Philosophy - Phd, Elementary Particle Physics

Master Of Science - Ms, Elementary Particle Physics

Bachelor Of Science (B.Sc.), Engineering Physics, Cum Laude

Research assistant in Intelligent Control and Automation Laboratory.