02.08.2025 aktualisiert

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Senior Machine Learning Engineer

Munich, Deutschland
Weltweit
M.Sc. Computer Science
Munich, Deutschland
Weltweit
M.Sc. Computer Science

Skills

Künstliche IntelligenzAlgorithmusAmazon Web ServicesData AnalysisComputer VisionBig DataCloud ComputingInformation EngineeringDevOpsForecastingInfrastrukturPythonMachine LearningNatural Language ProcessingSoftwareentwicklungQliksenseChatbotsDeep LearningGenerative AIMachine Learning OperationsDaten-PipelineDockerDatabricksProgramming Languages
Machine Learning
Expertise in various machine learning techniques including deep learning, computer vision, and natural language processing. Development of chatbots, forecasting models, and classification algorithms.

Data Engineering
Building and optimizing data pipelines using tools like Databricks. Experience with big data technologies and cloud platforms such as AWS.

Software Development
Proficiency in programming languages and frameworks such as Python. Development of scalable applications and systems.

Cloud Computing
AWS Certified Cloud Practitioner and Machine Learning Specialty. Experience with cloud deployment and infrastructure management.

Data Analysis
Creation of real-time reports and dashboards using tools like Qlik Sense. Ability to derive insights from complex datasets.

DevOps
Knowledge of Docker, MLOps, and deployment practices. Experience in maintaining and optimizing data pipelines and infrastructure.

AI Technologies
Proficiency in advanced AI techniques such as Generative AI and Retrieval-Augmented Generation (RAG). Application of these technologies in practical business scenarios.
 

Sprachen

DeutschverhandlungssicherEnglischverhandlungssicherFranzösischMuttersprache

Projekthistorie

Senior Machine Learning Engineer / Tech Lead

ProSiebenSat.1 Media SE
Built a data pipeline in Databricks for optimized ad campaign placements. Organized knowledge sharing sessions to enhance synergy across the data department.

Machine Learning Engineer / Tech Lead

ProSiebenSat.1 Media SE
Led development of a RAG-powered chatbot for sales teams. Enhanced content categorization using IAB standards. Developed ML models for user activity prediction and TV attribution.

Associate Data Scientist

ProSiebenSat.1 Media SE
Migrated TV attribution system to AWS, reducing costs. Implemented web application for monitoring data pipelines. Developed classification model for user demographics prediction.

Master Thesis – Data Science

Porsche Digital GmbH
Applied unsupervised learning for anomaly detection on acoustic signals using Keras and Python. Designed and trained an Improved Deep Embedded Clustering model.

Working Student – Data Analyst

Siemens AG
Created real-time Qlik Sense reports to improve monitoring of 8D reports for manufacturing nonconformances, enhancing management visibility.

Bachelor Thesis – Software Development

Forschungszentrum Informatik
Improved a mobile application by implementing a context-sensitive help function to increase usability for older users using Xamarin and C#.

Zertifikate

AWS Certified Machine Learning – Specialty

Amazon Web Services (AWS)

2023

AWS Certified Cloud Practitioner

Amazon Web Services (AWS)

2021


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