I'm Muhammed, a Machine Learning Engineer at Celonis. I have a passion for NLP and I am skilled in web development and have experience with both front-end and back-end technologies.
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Programming Languages: Python, Java, JavaScript, C++, SQL, C#
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Machine Learning and AI: Hugging Face (Transformers, Accelerator, PEFT, TRL, Datasets), LangChain, FastChat, Replicate.ai, vLLM, OpenAI, NLTK, Pandas, NumPy, Matplotlib, Seaborn
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Frameworks/Libraries: PyTorch, TensorFlow, scikit-learn, Keras, FastAPI, .NET Core, Node.js, Express.js, Vue.js, React.js, Bootstrap
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Development Tools: Git, Docker, VS-Code, IntelliJ, Azure DevOps, AWS, Heroku, Vercel, Firebase, MongoDB, MySQL
- UKP-SQuARE (github) is a Question Answering platform that enables you to swiftly share your QA models with the public and conduct qualitative analysis. It is available on GitHub and square.ukp-lab.de.
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Pebblework:
- Technologies used: Node.js, Express.js, MongoDB, Firebase, Heroku
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Tithenai:
- Technologies used: React.js, Firebase, Vercel, Express.js, Material-UI
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Personal Website:
- Technologies used: EJS, Heroku, Express.js, Bootstrap, Contentful, NodeMailer
- Master in Artificial Intelligence and Machine Learning, TU Darmstadt
- Bachelor in Computer Science, Turkish-German University, 2022
- Back-End Web Development Bootcamp, Recoded, 2022
- Master Thesis: Coming soon ...
- A report and overview about the paper Unsupervised Translation of Programming Languages
- Bachelor Thesis: Building a Question-Answering System for Medium- or Low-Resource Languages using Multilingual Transformer Models.
- Hobbies: Reading books, listening to podcasts, cooking, and learning to play the guitar.
- Sports: football, snowshoeing, pool, ...