Machine Learning / Data Science Engineer

12/2015 – 9/2017

Analyzed (very informal) requirements related to time-series server workload data, converted them to formal technical design documents approved by manager. Developed several algorithms based on them, such as:

- Workload forecasting (short and long term)
- Problems prediction (response time spikes based on current behavior
- First steps to automatic parameters tuner

Data Science, Lineare Regression, Maschinelles Lernen, Random Forest, Scikit-learn, Python

6/2013 – 2/2014

Developed several algorithms on for detecting objects on 3-dimensional microwave images.

Maschinelles Lernen, Random Forest, Scikit-learn, Python