Sven Celin

Working on preprocessing, analysis and classification of medical text data. Natural language processing tasks with model building and deployment in production.

Working on multiple project connected to data analysis and data science.

Working on Advanced Driver Assistance Systems (ADAS) and Automated Driving functions using Autoware.auto and ROS2. Merging multiple sensors, mainly lidars to detect objects in close proximity of the autonomous vehicle. Using 360 cameras and YOLOv3 for object detection.

Definition and development of the data model for BI and data warehouse. Visualization and processing of data for reporting. Subject-specific coordination with different international departments. First point of contact for project and service teams in case of technical questions.

Projects done in Django using Python for deploying machine learning models in REST framework. Department of Digital Health Information Systems, Center for Health & Bioresources

Prepared computers for deployment in the large-scale faculty environment. I worked on bottom up integration of those systems into the main network and fixing all the problems that surfaced during setup.

Exchange student

Data Science, Intelligent Systems, Cognition and Behavior

Data Science, Games Engineering, Intelligent Systems, Interactive and Visual Information Systems

Bachelor thesis: Automated electronic lock using Arduino and Raspberry pi. Raspberry pi was used for video surveillance and server to send mobile notifications on smartphones. Arduino was used for RFID unlocking the door with possibility for two-factor authentication with pinpad.