01.09.2025 aktualisiert
verifiziert
Premiumkunde
100 % verfügbarSenior Data & AI Engineer & Architect
Münster, Deutschland
Deutschland +9
Bachelor in Business Administration (Finance & Controlling), Master in Quantitative FinanceSkills
JavascriptKünstliche IntelligenzAmazon Web ServicesAmazon S3Künstliche Neurale NetzwerkeMicrosoft AzureC++Cloud ComputingComputerprogrammierungData ArchitectureInformation EngineeringIngenieurwesenForecastingGithubApache HadoopApache HiveIdentitätsmanagementInfrastrukturPythonPostgresqlMachine LearningMongodbNatural Language ProcessingRedisSoftwareentwicklungSQLTypescriptScriptingData ScienceApache SparkDeep LearningGenerative AIGitlab-CiKubernetesFull Stack EntwicklungAWS FargateDocker
I can assist you in any phase of a use case. Whether it's the initial conception with the business departments, design of the infrastructure and application architecture, the hands-on implementation, and/or team leadership of the developer team for scaling projects. Here is a non-exhaustive list of possible projects/engagements:
- Full Stack Development of Data & AI Applications (Dashboards, operational, administrative tools, development of ML models for various use cases)
- Design and Implementation of Data Platforms
- Development of Teams for Data Science, Data Engineering, and Machine Learning Engineering (Recruiting, Mentoring, Coaching)
- Design of Corporate Data Strategies
- Software Engineering
- Data & AI Architecture
- Machine Learning, Deep Learning, Reinforcement Learning
- Timeseries Forecasting
- Data Science
- Data Engineering
- MLOps
- Natural Language Processing
- Generative AI
- Python
- SQL
- Rust
- C++
- R
- Typescript/JavaScript
- Docker
- Kubernetes
- Helm
- ArgoCD
- GitLab CI
- GitHub Actions
- Postgres
- MongoDB
- Redis
- Hive
- Spark/Hadoop
- AWS (EKS, Fargate, S3, RDS, IAM, Step Functions, Ingocnito)
- Azure (Azure SQL-DB, Azure App Service, Azure Kubernetes Service, IAM, CDN, Azure Functions)
- GCP (Vertex AI, Kubernetes Engine)
Sprachen
DeutschMutterspracheEnglischverhandlungssicherFranzösischGrundkenntnisse
Projekthistorie
Development of a Tool, that automatically plans the scheduling of construction sites in combination with rerouting of affected trains.
I developed an algorithm based on (meta)-heuristics that is able to rearrange the train schedule in seconds. A low latency was required for operative use in the planning process.
Tech Stack: Docker, Python, AWS Step Functions/Batch/Fargate/S3, pytorch, Google ORTools, GitLab CI, ArgoCD, Helm, Postgres, FastApi
I developed an algorithm based on (meta)-heuristics that is able to rearrange the train schedule in seconds. A low latency was required for operative use in the planning process.
Tech Stack: Docker, Python, AWS Step Functions/Batch/Fargate/S3, pytorch, Google ORTools, GitLab CI, ArgoCD, Helm, Postgres, FastApi
Development of several RAG-ChatBots based on Azure OpenAI and Pinecone/Postgres. The goal of the project was to develop a template project that can be quickly adapted for additional clients. I tested and benchmarked various RAG approaches to significantly improve the response quality of the ChatBots even with a large number of heterogeneous documents.
TechStack: Azure OpenAI, Azure SQL, Azure Blob Storage, Azure IAM, Azure App Service, Python, Docker, React
TechStack: Azure OpenAI, Azure SQL, Azure Blob Storage, Azure IAM, Azure App Service, Python, Docker, React
Development of a Next Best Action Engine to support sales managers in the creation of campaigns and bank advisors in the individual support of customers. In addition to the primary goal of the NBA engine by combining existing and new models, processes and tools for the ML lifecycle, testing and deployment and ML monitoring were also introduced to improve the client's data science environment in terms of benefits, quality and stability.
Tech Stack: Docker, Python, Java, Hive/Hadoop/Spark, ML Libraries (tensorflow, pytorch, scikit-learn), Kafka, Bitbucket, Jenkins
Tech Stack: Docker, Python, Java, Hive/Hadoop/Spark, ML Libraries (tensorflow, pytorch, scikit-learn), Kafka, Bitbucket, Jenkins
Bewertungen
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Versichert bis: 01.09.2027