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Name: Erik Fubel

Type: User

Company: @trycrumz

Location: Berlin, Germany

Erik Fubel's Projects

auto-coverletter

A LLM langchain-based tool for automatically creating a cover letter based on a link to a job posting and a PDF file with the CV.

e-commerce-dwh

Application of DBT through creation of a data warehouse for an e-commerce store.

football-prediction

Prediction of the outcome (home / draw / away) of a football match based on a diverse dataset incorporating over 80 features for more than 20,000 matches.

hotel-booking-ml

Prediction of hotel booking cancellations (cancelled vs. not cancelled). The identified model reaches an accuracy of 87% and helps hotels maximizing their revenues through optimal occupancy.

Optimizing the allocation and routing of running dinner participants. In a 'running dinner', groups of three host two other groups for one course and visit two other groups for the remaining courses. The objective is to minimize the distance travelled between groups.

saint-csv

[Fork that enables loading the data from any CSV file instead of OpenML datasets only] The unofficial PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training

tafel-operations

Web app for administering customers, suppliers, and optimal routes between them. The web app was developed for the German NGO Tafel Deutschland, supplying people in need with groceries.

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