Portfolio Details

Analyzing Transport Layer Characteristics of Crowdsourced Speed Test Data

  • Category: Data Analysis / Final Thesis
  • Project date: 31 Oktober, 2024
  • Project URL: View here

In depth Analysis of Network Data

In this project, concluding my four year study program at the TU Munich, I had a deep dive into the Measurement Lab NDT dataset, containing internet speed test data from across the world. I analyzed the dataquality and classified parts of the data that are suitable or not suitable for analysis, I analyzed the transport and application layer limitations of the connections and I outlined different approaches for Congestion Control analysis and classification based on this dataset.

Keysteps

  • Category: Web development
  • Event: HackaTum 2024
  • Project date: 22-24 November, 2024

Our Price winning real estate website

At the HackaTum 2024, one of the largest Hackathons in all of Europe, my team won a first price in the Interhyp challenge with our website Keysteps. It helps people go through the key steps of buying a house in germany, by helping them calculate their budget, find suitable areas that fit threir needs and by accompanying them till the very end even through financial and bank processes.

Gakureki-shakai, the japanese education society

  • Category: Short Essay
  • Project date: February, 2022
  • Project URL: View here

An Essay about the japanese societal pressure on the youth

How does optimzation pressure effect the human? With this question in mind this essay, written in German, contains an in depth analysis of the japanese educational society and the pressure it's youths are facing. It tries to create references between common sociologial theories about youth, develpment and aggression and the things happening in japan to explore one example of how optimization pressure can effect us.

Zafox Z3

  • Category: Product
  • Project date: January 2020 - March 2022
  • Project URL: -

A new fully openable backpack design

In my time at a small retail company for backpacks I didn't only do Data Analysis and programming but also got the huge opportunity to get the responsibility for a new product launch. Together with my team we advised a new type of backpack that is light, can be fully opened and is designed to be perfect for commuting to work or university.

German Rent Analysis

  • Category: Data Analysis
  • Project date: Januar 2024
  • Project URL: View here

A Data Analysis about the German Rents

In Germany, many people complain about rising living costs, especially rising rents. Living and studying in Munich, I really feel the pain of high rent and how it affects living standards. But the real estate market is very intransparent, and I wanted precise numbers. So, I tried to understand how high rents in Germany actually are, how they developed over time, and why people complain about high rent prices. For this, I got some data from the “Statistisches Bundesamt” (Engl. Federal Statistical Office ) to analyze and visualize the development of the German rent indices.

Cyclistic Data Analysis Challenge

  • Category: Data Analysis Challenge
  • Project date: December 2023
  • Project URL: View here

A Bike Sharing Company Optimization Analysis

The Cyclistic Case Study is a challenge about a fictiv Company with real world data. Cyclistic is a bike sharing company with annual paying members and casual users. The task is to find differences in how these customer types use the Cyclistic services and make suggestions for Cyclistics upcoming advertisement campaign. The data was publicly made available here by Motivate International Inc. under the following licence.

I participated in this Case Study. Feel free to have a look at the solution I came up with.