Leo Traeger

I'm

Skills

The value of data is in its complexity

Machine learning with Python (numpy, pandas, pyplot, sns, sklearn, TensorFlow) 100%
Backend (sqldeveloper, MySQL WB, HANA XS, SAP HANA Studio with ABAP OO, Cassandra)100%
Frontend (HTML, CSS, JavaScript, SAP UI5, Bootstrap, Webserver Configuration + Hosting, Middleware)85%
Matlab Mathworks Simulink (Block Coding)50%

Research

(2024/04) Scoping: Towards Streamlined Entity Collections for Multi-Sourced Entity Resolution with Self-Supervised Agents. Traeger, Leonard; Behrend, Andreas; Karabatis, George. 26th International Conference on Enterprise Information Systems (ICEIS 2024) Best Paper Award DOI:10.5220/0012607500003690 GitHub

(2023/07) Autonomous Object Detection and Landing with Parrot Rolling Spider in Matlab Simulink. Traeger, Leonard; Omar Faruque. International Conference on Embedded Systems, Cyber-physical Systems & Applications (ESCS 2023) DOI:10.1109/CSCE60160.2023.00160 GitHub YouTube

(2022/12) Inteplato: Generating Mappings of Heterogeneous Relational Schemas using Unsupervised Learning. Traeger, Leonard; Behrend, Andreas; Karabatis, George. International Conference on Computational Science and Computational Intelligence (CSCI 2022) DOI:10.1109/CSCI58124.2022.00083 GitHub

Teaching

Winter semester 2024/2025: Lecturer I9PB-43021 - Programming Data Science (FH Dortumund)

Winter semester 2023/2024: Lecturer I9PB-43021 - Programming Data Science (FH Dortumund)

Spring 2023: Teaching Assistant for IS420 - Database Application Development (UMBC)

Fall 2022: Guest Lecture for IS722 - Systems and Information Integration (UMBC) with the topic "Inteplato: Generating Mappings of Heterogeneous Relational Schemas using Unsupervised Learning"

Fall 2022: Teaching Assistant for IS420 - Database Application Development (UMBC)

Funding

Fulbright Germany

2021

Graduate Scholarship

  • University of Maryland, Baltimore County (USA)

Förderverein Gummersbach

2017

Studies Abroad Travel Funds

  • Macquarie University, Sydney (Australia)