Katja Hellgren Email & Phone Number

Stockholms Kommun, Stockholms Län, Sverige

Development of platform and framework for federated machine learning, focusing on defense, automotive, and industrial manufacturing industries.

Sweden

Focused on industrial manufacturing, consumer goods, and supply chain industries.› Integrated data sources and built data models using Python, SQL, and Cognite Data Fusion.› Defined product lifecycle management strategies. › Outlined system architectures, data migration plans, and vendor evaluation criteria.› Built machine learning pipelines to optimize energy consumption and digitize production operations.› Led development of functional designs for cloud-based… Show more Focused on industrial manufacturing, consumer goods, and supply chain industries.› Integrated data sources and built data models using Python, SQL, and Cognite Data Fusion.› Defined product lifecycle management strategies. › Outlined system architectures, data migration plans, and vendor evaluation criteria.› Built machine learning pipelines to optimize energy consumption and digitize production operations.› Led development of functional designs for cloud-based enterprise applications.› Deployed Generative AI solutions (Azure OpenAI) for sentiment analysis and market research.› Gained expertise in IT-OT integration, energy management systems, and operational digitization.› Co-led Accenture’s Nordic Industrial Data & AI community, fostering collaboration and innovation. Show less

Lund, Skåne, Sverige

› Developed a machine learning solution for 5G signal allocation (patented).› Built algorithms for anomaly detection in log files from radio station signals.› Conducted Multi-User MIMO performance simulations for LTE networks.

Lund, Skåne Län, Sverige

› Developed sensor systems for self-driving prototypes, using CAD and 3D printing technologies.› Acquired skills in hardware design, sensor placement, and autonomous systems engineering.

Uddevalla, Västra Götaland, Sverige