Data Scientist And Engineer Consultant At Volvo Cars
Current• Created a generalized driver report anomaly detection system using a clustering algorithm on the free text inputs• Developed a classifier that bins quality problem reports into various categories. Other departments are assigned to sift through the reports from the output categories. Classifier is trained on a multi-language dataset of user-written descriptions of problems they have experienced in their company cars.• Created a trip end predictor. Predicts whether a driver will end his-her journey when the car stops. For journeys where the car has ended the journey, predict whether it is a long-term parking• Developed a data quality monitoring pipeline in ELK with a dashboard in Kibana• Secured data signal quality and GDPR compliance of data pipelines• Created containerized Jenkins CI/CD system for the team
