Data Engineer / Python Entwickler

• Python (pandas, pydantic, poetry, Numpy, scikit-learn, Matplotlib, OpenCV)
• Dart (Flutter, GetX)
• JavaScript (Node.js, TypeScript, RxJS, Nuxt.js / Vue.js, Socket.io, React)
• RethinkDB
• Docker

• Built ETL pipeline to fetch, crop, and remove the background of product images (also from 3rd party APIs).
• Analyzed the sales performance of our customers and built dashboards for visualizations.
• Conducted customer interviews to discover their pain points and needs in order to improve our service.

• Grew from 0 to 8 paying customers without any industry know-how or -experience (despite the 1st COVID-19 lockdown).
• Discovered valuable trade secrets in fashion development, -manufacturing, and -product launches.
• Achieved a conversion rate of over 1.5% on our customers' first product launch.
• Reduced our project managers‘ effort by over 20% with internal tools.
• Facilitated internal workflows for product lifecycle management.

lobi is a mobile app that assists Uber- and Bolt drivers to earn more money for each ride by predicting customer demand.
Industry: Mobility
Project size: Startup (<10 people)
Technologies:

• Python (pandas, pydantic, poetry, Numpy, luigi, scikit-learn, Matplotlib, flask)
• Dart (Flutter, GetX)
• JavaScript (Node.js, TypeScript, RxJS)
• RethinkDB
• Docker

Activities:

• Developed a machine learning application for geospatial data analysis.
• Built ETL pipeline and linked data from independent data sources.
• Ensured data integrity through cleansing and data validation.
• Gathered data sets of over 200.000 data points from exclusive partnerships.
• Developed partnerships and conducted customer interviews to improve the product.
• Designed and developed the Android and iOS mobile apps.

• Grew from 0 to over 200 registered users within 5 months.
• Acquired our first paying customers despite initial skepticism by the target group.
• Gained unfair competitive advantage through unique datasets from partners.

CleverShuttle helps people to get from A to B emission-free with electric- or hydrogen vehicles.
Industry: Ride-Hailing, Ridepooling
Project size: Startup (50 - 250 people)
Technologies:

• Python (pandas, Numpy, scikit-learn, Matplotlib)
• Java (Spring Boot)

• Analyzed geospatial data with machine learning.
• Achieved a prediction rate of 70% for ride requests.

• Pioneered ride demand prediction at the company and helped increase sales through surge pricing.

I designed and developed aesthetic websites to help my clients stand out from the crowd. My customers included UBS, Sigmund Freud PrivatUniversität Wien, and several other businesses and institutions.
Industry: Various
Project size: Small - Large
Technologies:

• HTML & CSS
• Javascript (jQuery)
• WordPress

• Developed & administered more than 15 easily maintainable websites.
• Created unique web designs and customized existing design templates.

• Improved the online presence of small and large business owners.

• Java (for Android)
• Javascript (jQuery)
• WordPress

Activities:

• Built the website and developed the Android application. • Reduced daily app errors by 75% from 40 to 10.

• Improved the stability & maintainability of the product.

Österreichische Post AG is Austria's leading logistics and postal service provider.
Industry: Post
Project size: Enterprise (>10.000 people)
Technologies:

• HTML & CSS
• JavaScript (jQuery)
• C#

• Designed & developed an internal tool for monitoring.
• Increased report creation to 2.000+ reports per month.

• Facilitated the business activity monitoring of stores.