Recent Roles

For a comprehensive overview of my professional roles and education, visit my GitHub repository where I maintain updated versions of my resume, CV, and cover letter.

Data Scientist at SkySpecs

• Develop and extend algorithms to address key challenges in the wind industry, such as the production loss assessment, pitch misalignment detection, performance analysis, and more, focusing on broad applicability and efficiency for large wind farm portfolios.
• Work primarily in Python to conduct data manipulation, analysis, visualization, and interpretation of large-scale time-series data in combination with other data sources such as meteorological data, error, or maintenance logs.
• Use statistical and machine learning methods to analyze, classify, cluster and interpret SCADA (Supervisory Control and Data Acquisition) data of individual wind turbines, in order to identify and predict anomalies and performance issues.
• Lead the transition of final prototypes to production, including big-scale testing and integration into the existing software infrastructure, for monthly execution across more than 4000 client wind turbines.

Research Assistant at Joanneum Research

• Engineer computer vision applications to enhance real-time object detection and pose estimation capabilities of a drone, using only imagery from its calibrated camera.
• Construct a robust data acquisition pipeline from a highly accurate infrared-based tracking system, utilizing the Robot Operating System (ROS), to generate a suitable dataset for algorithm development and testing.
• Configure containerized solutions for NVIDIA Jetson embedded computing devices.
• Prepare and deliver detailed interim reports and presentations for the FFG (Austrian research funding agency), highlighting project progress, key findings, and strategic recommendations to ensure stakeholder alignment and continued project funding.

Publications

• Automated Data Annotation for 6-DoF AI-Based Navigation Algorithm Development. Journal of Imaging 2021, 7, 236.
• Protocol Design Issues for Object Density Estimation and Counting in Remote Sensing. IGARSS 2021, pp. 2771-2774.

Education

Software Engineering and Management

• Grade: Master’s graduated with distinction
• Major: Intelligent Systems
• Minor: Management and Strategy
• Thesis: Embedded Image-based Localization For Assessment Of Critical Infrastructure