Startup within bone conduction hearing (digital twin technology). Current part-time work as modeling expert.

Autonomous and problem-solving oriented role managing and executing projects in development and implementation of numerical models and data analysis using MATLAB and Python as primary tools.- Developed, tested, and validated designs using numerical simulations for market leaders, Facebook (Meta) and Cochlear – Göteborg. Performed regression analysis to provide proof of concept.- Automated simulation protocols reducing number of manual operations from 80% to < 10%, decreasing preprocessing running, and post-processing time for up to 75%.- Updated and standardized model parameters based on statistical analysis of the internal and external data. Optimized parametric space resulting in better comparison of the simulation results to real-life data (trials with large number of participants) by a factor 2 to 4.- Prepared ad-hoc reports and visualizations and presented findings to both technical and non-technical audience.

Member of a cross-functional development team of a bespoke numerical model. In later stages involved in diverse cross-team collaboration projects (modelling and experimental/data acquisition). Tasks required solid knowledge of mathematics, numerical methods, coding, statistics and data analysis and visualization.- Programmed, expanded, tested, and verified a complex numerical model that served as a primary tool for numerical simulations used by the research group at the time resulting in multiple publications and a research grant.- Investigated performance bottlenecks and optimized model for efficiency reducing the run-time by 30% to up to 75%.- Designed and performed measurements, data acquisition, data cleanup and data analysis resulting in a series of qualitative improvements in design of a key piece of equipment for laboratory experiments.- Served as a guest lecturer for graduate level courses in numerical methods. co-supervised 2 master students and supervised several student projects.

Design of pipe networks, steel structures and process installations by using Aveva PDMS.

Design of gas pipelines and metering and regulating stations (skids).