18.09.2025 aktualisiert

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40 % teilweise verfügbar

Data Science & Patent Analytics Expert | AI, Medical Diagnostics, and IP Intelligence

München, Deutschland
Weltweit
PhD in Neuroscience
München, Deutschland
Weltweit
PhD in Neuroscience

Profilanlagen

UC-DS2021-cert.pdf

Skills

InnovationKünstliche IntelligenzAlgorithmusData AnalysisTechnischer SupportKlagenMedizinische DiagnostikWettbewerbsanalyseDatenbankenDatenvisualisierungGeistiges EigentumIp-PortfolioMachine LearningProjektmanagementPatentePatentanmeldungenProduktdesignRisikoanalyseStatistikenTechnisches SchreibenTechnische DokumentationBeurteilungen DurchführenLiteraturLarge Language ModelsDeep LearningGenerative AI
Artificial Intelligence and Machine Learning
Expertise in AI and Machine Learning (ML), including development of cutting-edge algorithms and implementation of advanced AI-powered tools.
Data Analytics and Statistical Analysis
Proficiency in data analytics and statistical analysis, with experience in applying deep learning models to complex medical data.
Project Management
Strong project management abilities, particularly in international and interdisciplinary settings.
GenAI and Diffusion Models
Experience with Generative AI (LLMs, GANs, Diffusion Models) for various applications.
Data Visualization
Skills in creating dashboards using tools like Dash, Streamlit, and Mesop for effective data presentation.
AI Agents
Familiarity with AI agents including RAG, Langchain, and AutoGen for advanced AI applications.
Patent Search and Prior Art Analysis
Comprehensive patent database searches and prior art analysis using USPTO, Google Patents, Espacenet, and technical literature. Expert in patentability assessments and competitive intelligence research for innovation protection strategies.
Freedom-to-Operate (FTO) Analysis
Professional FTO analysis and patent landscape mapping to identify infringement risks and design-around opportunities. Specialized in technology clearance reports and patent portfolio risk assessment for product development.
Intellectual Property Research and Analytics
Advanced IP portfolio analysis, patent citation studies, and technology trend identification. Proficient in patent database analytics, licensing opportunity assessment, and competitive IP intelligence using AI-powered search tools.
Patent Application Technical Support
Technical writing and specification drafting for patent applications, including detailed descriptions, background analysis, and technical documentation. Experience supporting patent attorneys with application preparation and prosecution research.

Erfahrung

Berufserfahrung5 - 10 Jahre
Freelancer seit2025

Sprachen

DeutschverhandlungssicherEnglischMuttersprache

Projekthistorie

Head of Data Science

microphotonx GmbH
Leading pioneering research initiatives to develop cutting-edge methods in data augmentation and coordinating collaborative projects with external partners.

Senior Data Scientist

Cell tool GmbH
Designed and implemented advanced AI algorithms for spectral data analysis and developed deep learning models for medical data interpretation.

Research Supervisor

Max Planck Institute of Psychiatry
Conceptualized and constructed real-time brain and behavior monitoring systems, integrating cutting-edge technologies for continuous data analysis and insights.

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