Researcher and Software Developer
Bridging AI and Human Understanding | Specializing in:
🤖 NLP & Large Language Models
🌐 Multilingual Hate Speech Detection
🎮 Text-to-Game Generation
🧠 Deep Learning with Cerebras WSE-2
Former founder of a social tech startup. Published researcher combining machine learning with ethnographic insights. Currently focused on evaluating and scaling AI systems, particularly in multilingual contexts.
Tech stack: PyTorch | Hugging Face | Python | C# | React | Unity2D
Languages: 🇩🇪 🇬🇧 🇪🇸 🇳🇵
Writing at the intersection of technology and society. Always open to collaborate on projects that merge AI with social impact.
• Hoffmann, M.P., John, J. and Hammer, N., 2024 Forthcoming). Exploring the Suitability of the Cerebras Wafer Scale Engine for the Fast Prototyping of a Multilingual Hate Speech Detection System, Accepted at ICTAI 2024 (International Conference on Tools for Artificial Intelligence), 28 October – 30 October 2024 Herndon,VA, USA.
• Hoffmann, M.P., Fillies, J. and Paschke, A., 2024, (Forthcoming). Malinowski in the Age of AI: Can large language models create a text game based on an anthropological classic? Accepted at KUI (Conference Culture and Computer Sciences) 2024, October 03-04, 2024 in Florence, Italy.
• Fillies, J., Hoffmann, M.P. and Paschke, A., 2023, December. Multilingual Hate Speech Detection: Comparison of Transfer Learning Methods to Classify German, Italian, and Spanish Posts. In 2023 IEEE International Conference on Big Data (BigData) (pp. 5503-5511). IEEE Computer Society.
• Hoffmann, M.P. 2023. “Multilingual hate speech detection on social media: Applying transfer learning methods to classify german, italian and spanish posts”. Master’s thesis. Freie Universität Berlin. (8) 2023.
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