An innovative and analytical data specialist with a broad technical skillset and solid experience. I am relentless by nature and insists on delivering high-quality solutions that are thoroughly validated. I have a strong focus on end-to-end responsibility and strong stakeholder involvement.
Data analysisSignal processingMachine learning and AIStatisticsCondition monitoringAlgorithm developmentPython and MatlabInnovativeAnalyticalStructured
Signal processing expert and lead engineer in technology development organization. The main tasks revolved around scoping and developing new digital features to increase product value and to create market differentiating for Grundfos high-tier products. The work included
Developing digital features from initial idea to validation in real life scenario
Working with signal processing, algorithm development, and machine learning
Driving strategic initiatives and roadmaps for condition monitoring
• Communication of technical solutions to non-technical stakeholders
Signal processing expert in sensor department in technology development organization. The main tasks revolved around supporting projects in their efforts to add a digital layer on top of sensor signals from pumps, motors, and water systems. The work included
Data analysis of vibration and sensor data to quantify machine health
Developing digital features using statistical and mathematical modeling
• Scripting concept algorithms in Python and Matlab
People manager for three direct reports in quality laboratory for window panes and part of leadership team in Velux Test Department. With the leadership team, the main task was to scope, drive, and refine the quality test setup in Velux. My personal focus areas was
Driving automatization agenda and data-driven decision-making
Pushing effective work processes and continuous improvements
• Clear and structured communication of quality status to production stakeholders and technical product owners
Working as data analyst and condition monitoring expert. Responsible of vibration monitoring setup and working with turbine failure mitigation. The work included
Scoping and defining vibration condition monitoring setup for gears and bearings
Development of turbine monitoring functionalities, e.g. blade vibration monitoring
Development of algorithms and tools for turbine controller (failure mitigation)
• Working with data analysis, signal processing, and statistics in Matlab
Test engineer with focus on thermal properties of windows and materials. The main objective was to support development projects with test results, simulation results, and technical expertise. The work included
Hands-on testing of windows
Simulation of heat transfer
Data analysis and statistical evaluation of test results
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