Sylwester Czmil, PhD
Co-founder Analytical engine and decision models
Responsible for the development of the analytical layer and the Envalis decision engines, which transform data into structured models and scenarios supporting project assessment. Builds models and analytical systems that allow complex data to be analysed in a scalable, repeatable way that can be applied in investment practice. Ensures that the models are coherent, transparent and capable of working with large volumes of data in a dynamic market environment.
Experience and competencies
Experience that builds the Envalis analytical layer
Experience covering the development of analytical systems, data processing and the development of quantitative models, combining engineering experience with a research background, in particular:
- designed and implemented data analysis systems and models supporting decision-making,
- developed solutions processing large volumes of data in cloud environments,
- built real-time systems and highly scalable architectures,
- conducted research on machine learning models and the assessment of their quality.
Professional experience
- Blue Language Labs — Senior Software Engineer
- Semantive — Technical Lead / Senior Software Engineer
- SoftSystem — Software Engineer / Data Scientist
Technical foundation
- Rzeszów University of Technology — PhD in Computer Science, doctoral thesis: "Methods of Incremental Machine Learning and the Assessment of Model Quality"
- Rzeszów University of Technology — MSc Eng., Computer Science