Portfolio
Udacity
Data Analyst
Explore Wether Trends is an analysis of local and global temperature data and comparison of the temperature trends of Munich to overall global temperature trends. It gives a visualization and a written up description of the similarities and differences between global temperature trends and Munich.
Gapminder World Dataset Investigation Investigate wealth as the income per person inflation adjusted and in purchasing power parity [PPP] and the life expectancy in years for Germany, Poland, Russia, Ukraine, Switzerland and the USA.
Machine Learning Engineer
In this project the knowledge and usage of Convolutional Neural Networks (CNN) is demonstrated for the Udacity reviewer team. Within this project a CNN with the ability to detect dog breeds with an accuracy of more than 10% is created from scratch. Afterwards a pre-trained VGG16 is adapted to perform the same task with an accuracy of >60%. (Abstract from Project Report)
PyPI
RKI Scraper
The RKI is the abbreviation for the German Robert Koch Institut. They are the central science organisation consulting the German government in health issues.
They also track (count) all sick and deceased persons.
This package shall provide sick and deceased person counts for all German States (Bundesländer) and Counties (Landkreise).
It downloads the current version of the RKI csv file and parses it into a pandas dataframe. That’s about it.
Github
grzegorzlippe.de
During the lockdown of the first wave in 2020 I created this homepage for myself. It started out as a tool to visualize the case numbers in my own district, but then later evolved to a online CV and blog.
Kaggle
In 2021 I started my journey on Kaggle. For now I mostly do the tutorials, but you can follow my progress on my profile.