9+
years of experience
Summary
3 years PhD chemistry with focus on data analysis and modelling. 5 years in R&D materials science working with data analysis and product development. 1 year as Data Scientist in a lead role covering IT, data analysis and modelling.
Key Competencies
Applied AI & MLStatisticsData ScienceMaterials ScienceChemistry
Previous Missions
Stora Enso
Data Engineer
Responsible for the data platform for one of Stora Enso's projects, developing data flows and reports to fulfill business requirements.
Challenges:
- Designing scalable data models to support evolving business reporting needs
- Ensuring data quality and consistency across multiple source systems
Key Deliverables:
- End-to-end data pipelines in Snowflake orchestrated with dbt
- Business-facing Power BI reports and dashboards
- Documented data models and transformation logic
SnowflakedbtPower BISQL
Digiclean Solutions AB
Data Scientist
Worked with creation and maintenance of AI models, hardware assembly and configuration, R&D modelling and chemical experiments, and system development.
Challenges:
- Cross functional R&D between electrochemistry and statistics
- Troubleshooting across system endpoints from hardware to AI model
Key Deliverables:
- Tailored AI models for production use
- Plug and play product solutions
- Patents
PythonAzureMachine Learning
Construction Company
AI Developer
Built an OCR invoice application using AI. Developed a workflow to analyze invoices and compare them to reported numbers from adjacent systems to validate costs.
Challenges:
- Ensuring data quality and consistency across systems
- Balancing the model to maintain high integrity while handling variance in document structure and visual layout
Key Deliverables:
- Production ready OCR model
- Analytics based on metadata for model performance validation
- Cloud hosting solution using Azure
PythonAzureOCRMachine LearningPower BI
Skills & Technologies
Data Platforms
SnowflakeAzure
BI & Analytics
Power BIdbtExcel
Programming
SQLPythonRTBELLinuxDAX
Cloud Platforms
Microsoft AzureAzure DevOpsGit