Machine Learning Engineer
CurrentAs a team member of the CHM R&D project, a Cloud Predictive Maintenance and Monitoring System, my role encompassed the following contributions:▪ Project's software architecture utilizing C4 Model▪ Technology stack decisions▪ Research and analysis on Anomaly detection/prediction techniques and computational models▪ Implementation of sensor-data acquisition and transformation▪ Design and Implementation of the time-series pre-processing pipeline▪ Descriptive data analysis… Show more As a team member of the CHM R&D project, a Cloud Predictive Maintenance and Monitoring System, my role encompassed the following contributions:▪ Project's software architecture utilizing C4 Model▪ Technology stack decisions▪ Research and analysis on Anomaly detection/prediction techniques and computational models▪ Implementation of sensor-data acquisition and transformation▪ Design and Implementation of the time-series pre-processing pipeline▪ Descriptive data analysis and feature-data selection ▪ Design and implementation of the cloud solution for real-time anomaly detection.▪ Proactive participation in Scrum rituals Show less