24.06.2025 aktualisiert
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Premiumkunde
100 % verfügbarData Scientist and Head of AI, PhD ETHZ
Lausanne, Schweiz
Weltweit
Doctor of Science ETHZ, Machine Learning, Computational NeuroscienceSkills
InnovationJava.Net FrameworkKünstliche IntelligenzData AnalysisKünstliche Neurale NetzwerkeComputerprogrammierungDatenbankenDatenvisualisierungR (Programmiersprache)PythonMachine LearningProjektmanagementMongodbNatural Language ProcessingTensorflowTransformerSoftwareentwicklungSQLStakeholder ManagementTechnische LeitungChatbotsData SciencePytorchLarge Language ModelsDeep LearningGenerative AIHardware InfrastructureRecurrent Neural NetworksAdministration von Datenbanken
Artificial Intelligence and Machine Learning
Expertise in AI, Generative AI, Machine & Deep Learning, and AI Research. Development and implementation of advanced AI and ML projects across diverse industries.
Data Science and Analytics
Proficiency in Data Science, Data Analytics, and Data Visualization. Application of these skills in developing innovative AI service offerings and managing high-performing teams.
Natural Language Processing
Specialization in NLP, including work with Large Language Models (LLMs), chatbots, and assistant systems. Development of patented innovations in AI & NLP.
Programming and Software Development
Proficiency in various programming languages and frameworks including Python, R, Java, .NET, TensorFlow, and PyTorch. Experience in software and hardware infrastructure development.
Database Management
Skills in working with databases such as SQL and MongoDB. Experience in data embedding and management for large-scale AI projects.
Technical Leadership and Project Management
Proven ability in team and technical leadership, stakeholder management, and overseeing complex AI and ML projects from conception to implementation.
Neural Network Architectures
Expertise in various neural network types including Transformers, Recurrent Neural Networks (RNN), Diffusion models, and implementation of quantized models.
Expertise in AI, Generative AI, Machine & Deep Learning, and AI Research. Development and implementation of advanced AI and ML projects across diverse industries.
Data Science and Analytics
Proficiency in Data Science, Data Analytics, and Data Visualization. Application of these skills in developing innovative AI service offerings and managing high-performing teams.
Natural Language Processing
Specialization in NLP, including work with Large Language Models (LLMs), chatbots, and assistant systems. Development of patented innovations in AI & NLP.
Programming and Software Development
Proficiency in various programming languages and frameworks including Python, R, Java, .NET, TensorFlow, and PyTorch. Experience in software and hardware infrastructure development.
Database Management
Skills in working with databases such as SQL and MongoDB. Experience in data embedding and management for large-scale AI projects.
Technical Leadership and Project Management
Proven ability in team and technical leadership, stakeholder management, and overseeing complex AI and ML projects from conception to implementation.
Neural Network Architectures
Expertise in various neural network types including Transformers, Recurrent Neural Networks (RNN), Diffusion models, and implementation of quantized models.
Sprachen
DeutschMutterspracheEnglischverhandlungssicherFranzösischGrundkenntnisse
Projekthistorie
Proof-of-concept, internal project in Switzerland. Collaboration with heavy machine industry client to research multi-modal chatbot for visual guides to assembly line terminal users, involving graph RAG, document retrieval, and image and GUI parsing and embedding.
Leading and growing a high-performing team of consultants, managing advanced AI and ML projects with clients, overseeing project and product management across diverse industries.
Research of new methods of continual learning using machine learning models for sequences, such as RNNs and transformers. Focus on generative neural networks, CL2Gen settings, and cross-modal transfer learning with diffusion models.