Simon Klemp

Hello!

I am a Computer Scientist with a special enthusiasm for Data Science. If you want to find patterns in your Data, design a prediction model, or need consulting help, I am at your disposal.

Apart from Data Science, my interests lie in theoretical computer science. I will solve any algorithmic, optimisation, or modelling problem with a pleasure.

My computer science skills include:

- Data analysis

- Feature analysis/transformation/preprocessing

- Causal data analysis

- Evaluation metric development

- Algorithm development

- LP development

- Web mining

- Fair machine learning

- Unsupervised, Semi-supervised, and supervised machine learning

- Windows application development

- Web development

Programming languages I am able to work with include:

- Python

- Java

- C

- Julia

- C++

Academic writing:

Apart from my practical Computer Science skills I am a skilled academic writer. I already published a research paper in a high impact journal (Journal of Building Engineering).

The paper is entitled "A method and analysis of predicting building material U-value ranges through geometrical pattern clustering".

Findings of the paper lead to a decrease of 50% in the computed value ranges, ultimately leading to a significant time reduction for building calibrations.

Communication and connection is key for me, if you have any further questions I would be happy to answer them.