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Carsten Felix Draschner, PhD

About Me

I am an AI Researcher with 8+ years of experience in AI, ML, DS. I am motivated by Science and AI for Social Good! I love to connect my passion for cutting-edge AI with my intrinsic motivation to bring myself into projects which make our life on earth more sustainable, our lives better, and our democracies more stable.

Experience

Generative AI Engineer / Machine Learning Consultant Alan by Comma Soft AG (Jul 2023 - now)

Developing LLM Standalone AIaaS • Generative AI Research & Development • LLM Training & Finetuning • Autonomous Hybrid LLM Model Evaluation • GenAI scalability Optimization • LLM Model Selection • Image-GenAI • Retrieval Augmented Generation • LLM Response Verification

AI Research Fellow University of Bonn (Jan 2020 - Jun 2023)

Master Lab Supervision • Bachelor Thesis Supervision • Smart Data Analytics Research • Open Source Software Development • Scientific Publications • Doctorate plus in Business and Organizations • Machine Learning • Explainable AI • Ethical AI • Sustainable Machine Learning • Data Science • Big Data • Knowledge Graphs • Semantic Data • Distributed Computing • Scalable Machine Learning • PLATOON EU H2020 • Digitalize the energy sector • Data analytics • edge computing • AI • IDSA • Operational excellence • IDS-compliant Data Marketplace for the Energy sector • Machine Learning • Generic Big Data Analytics Toolbox • Apache Spark • Graph Machine Learning • Semantic Data • Knowledge Graph Analysis • SANSA-Stack

Data Scientist Fedger.io (Sep 2018 - Dec 2019)

Data Science • Machine Learning Engineering • Computer Vision • Knowledge Graphs • Machine Learning • Neural Networks • Data Science • Data Harmonization • Data Cleanup • Web Crawling

IT Process Manager Federal Financial Supervisory Authority - BaFin (Oct 2016 - Sep 2018)

Processmanagement • Change-Mangement • IBM Control Desk • IT Service Management

Virtual-Reality Engineer Research Institute for Discrete Mathematics (Mar 2016 - Oct 2016)

Research and Development as well as Project management of Virtual Reality Environment in the Research Institute for discrete Mathematics for Visualization of modern chip-designs • Project became part of the Arithmeum museum exhibition

Education

Ph.D. Computer Science - Machine Learning, University of Bonn (Jan 2020 - Dec 2022)

Topics: Scalable Distributed ML for Knowledge Graphs - Ethics and Sustainability in KG-based ML

M.Sc. in Computer Science - Intelligent Systems, University of Bonn (Apr 2017 - Jul 2019)

Relevant Coursework: ML, NLP, AI, Robotics, Neural Networks, Knowledge Graph Analysis, Genetic Programming

B.Sc. Informatics, University of Bonn (Oct 2013 - Dec 2016)

Relevant Coursework: AI, Algorithms, Math, Robotics, IT Security, Databases, Minor in Business Administration

Extra-Curricular Activities

Doctorate Plus (2021 - 2023)

Business and Organizations

Initiative for Refugees (2016 - 2019)

Cultural, Sport and Networking Events for Refugees and Internationals

Scholarship BaFin IT: Federal Financial Supervisory Authority (2013 - 2016)