25.02.2026 aktualisiert

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100 % verfügbar

Senior AI Engineer & Machine Learning Researcher

Muenchen, Deutschland
Weltweit
Doctoral Researcher (Computer Science)
Muenchen, Deutschland
Weltweit
Doctoral Researcher (Computer Science)

Profilanlagen

cv_L.pdf

Skills

JavaAPIsKünstliche IntelligenzAlgorithmusAmazon Web ServicesComputer VisionC++DatenbankenInhaltsanalyseDateninfrastrukturETLDatenmanagementDatensystemeDevOpsDistributed ComputingElasticsearchR (Programmiersprache)SystemüberwachungInfrastrukturPythonMachine LearningProduktionstechnikNoSQLTensorFlowReproduzierbarkeitScalaTransformerTechnische DokumentationVersionierungVideoverarbeitungWorkflowsDatenverarbeitungGoogle CloudData SciencePyTorchLiefer-PipelineLarge Language ModelsApache SparkHuggingFaceDaten-PipelineDockerProgramming Languages
Machine Learning Engineering
Expertise in building and deploying large-scale ML systems with PyTorch, TensorFlow, and Transformers, including LLM applications and retrieval-augmented workflows

Data Infrastructure & Processing
Proficiency in scalable data processing using ElasticSearch, Spark, distributed systems, and maintaining 40+ TB research infrastructure

Production Engineering & DevOps
Experience with Python services, APIs, CI/CD pipelines, AWS, GCP, Docker, and monitoring systems for reliable ML deployments

Programming Languages
Advanced skills in Python, C++, Java, Scala, and R for diverse ML and data science applications

Hugging Face Ecosystem
Deep knowledge of Hub/Transformers workflow including model repositories, versioning, and model cards

Data Systems & Databases
Experience with vector indexes, NoSQL databases, and ETL pipelines for large-scale data management

Research & Documentation
Strong background in scientific data pipelines, reproducible workflows, and clear technical documentation

Computer Vision
Development of algorithms for panoramic video processing and visual content analysis

Erfahrung

Berufserfahrungmehr als 10 Jahre
Freelancer seit2015

Sprachen

DeutschverhandlungssicherEnglischverhandlungssicher

Projekthistorie

Senior AI Engineer (LLMs) | Team Lead

gaialogic
Lead a small team building LLM-based applications; set up evaluation pipelines to track quality and reliability. Built retrieval-augmented workflows and integrated models into production services.

Founder & CEO (AI Document Solutions)

Elephant Labs GmbH
Built and deployed ML systems for document processing serving millions of documents. Delivered solutions to German law firms and insurance companies; managed full product lifecycle from data pipelines to deployment.

Data Scientist

DDDUCTR
Built enterprise search infrastructure with ElasticSearch; designed data ingestion and streaming pipelines. Developed ML solutions for NLP and computer vision using Python and TensorFlow/PyTorch.

Postdoctoral Researcher (Project Lead)

University of St. Gallen & Technical University of Munich
Led interdisciplinary research projects; built and maintained large-scale data infrastructure (40+ TB) for social media research. Supervised junior researchers and collaborated with non-technical stakeholders.

Data Scientist

Bayerischer Rundfunk (AI and Automation Lab)
Implemented ML pipelines supporting newsroom investigations; integrated models with production data flows and collaborated with editorial stakeholders.

PhD Candidate (Computer Science)

Technical University of Munich
Researched ML methods for computational social science; developed network embedding methods and large-scale analysis workflows for social network data. Taught ML, statistics, and mathematics courses.

Data Scientist

DDDUCTR
Developed ML prototypes and analytics; built computer vision algorithms for panoramic video processing resulting in US patent application.

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