Bonn (+50km) Hamburg-Mitte (+50km) Munich (+50km) Berlin (+50km) Frankfurt am Main (+50km)
Deutschland, Schweiz, Österreich
möglich
Projekte
Projekte
10 months
2025-06 - now
various projects
PythonVS CodeDocker...
Digitalization of Warehouse Processes | Building a Data Analytics Platform. Role: Data Science - Optimization Clients: Netto-marken, Kerpen, Germany
Led the project from concept to production with warehouse operations and IT, delivering data driven automation and slotting optimization while enforcing role based access, environment separation, and secure data handling
Designed and operated analytics workflows in dev and prod with secure CI/CD, basic vulnerability checks for containerized components, coordinated patching with platform teams, and ensured stable handover to operations.
Microsoft Copilot - Supervised Fine Tuning and Reinforcement Learning from Human Feedback (RLHF) Role: Data Scientist - Pod Lead - Freelance Clients: Turing, US (Remote)
Coordinated a team of four engineers reviewing and improving production ready Python code for data processing, data visualization and API based services.
Managed task allocation and delivery across parallel workstreams, ensuring consistent quality, clear documentation and on time completion.
System for digitalizing daily warehouse workforce planning using workload based allocation, structured data processing, and repeatable operational execution.
PythonDjangoPostgreSQLPandasHTMLJavaScript
Netto Marken-Discount
Kerpen, Rheinland
1 year 1 month
2023-09 - 2024-09
Data Analytics | Procurement Controlling | SHAPE+
PythonSklearnKubeflow...
Global Controlling Business Services - Digitalisation and Automation of the budgeting process
Contributed to development and operationalization of machine learning based predictive model for budget planning, achieving 94% accuracy for 12 month forecasts and reducing manual planning effort.
Automated analytics pipelines across multiple internal data sources with dev and prod separation, coordination with enterprise IAM and Active Directory based access controls and documented runbooks to support secure operations and audits.
Configured and utilized APIs for data integration from TM1 and SAP systems, supported vulnerability and patch compliance and ensured reporting access followed Active Directory role assignments and least privilege principles.
Client: Pinnacle Pinnacle Talent Solutions provides IT and workforce solutions across the U.S. and Canada
Built an internal Q&A solution to support BI operations and HR workflows, integrating a controlled knowledge base with role based access and basic data protection checks for sensitive content.
Developed and maintained API integrations for a web app deployment across 15+ cloud environments, with standard logging, monitoring and secure configuration practices to support stable operations.
Client: BSAP U.S.-based auto parts dealership, managing over 2 million products across six major eCommerce platforms.
Improved operational KPIs by automating data flow and analytics across 18 warehouses and six sales channels, reducing manual effort by around 4 hours per day for two analysts and improving reporting consistency.
Implemented reliable API based data integrations with structured logging, controlled access to datasets and documented runbooks to support stable operations across environments.
PythonFlaskMicrosoft AzureSQLREST APIGitCI/CDPandasPowerBIData PipelinesLogging and MonitoringAccess Control
on request
Lahore (Pakistan)
2 years 8 months
2020-11 - 2023-06
Provision of data science and machine learning services
Data Scientist (Freelance)PythonPypdfSelenium...
Data Scientist (Freelance)
Freelance - Provided Data Science and Machine Learning services to offshore clients mainly across the United States and UAE.
Developed Random Forest classifier with 88% accuracy, trained & evaluated on a large dataset of tweets to detect hate/offensive tweets by leveraging different NLP techniques, built web app to facilitate reporting of flagged tweets.
Developed a conversational Q&A chatbot using LangChain and OpenAI, leveraging chromaDB as vector store and streamlit to develop an interface that required PDFs as inputs and the chatbot answered questions related to the PDF
Data Scientist with a passion for Analytics, Cloud Engineering and Secure Systems Operations
Kompetenzen
Kompetenzen
Top-Skills
Data ScientistKubernetesMachine LearningPythonSQLBigQueryPandasNumpyScikit-learnTensorFlowPyTorchHugging FaceAutoMLPredictive AnalyticsRegression AnalysisClusteringTime Series AnalysisAnomaly DetectionData & Feature EngineeringModel Deployment & MonitoringAPICI/CDResponsible AI and safety monitoring
Produkte / Standards / Erfahrungen / Methoden
TECHNICAL SKILLS
Python
SQL
Data Analytics
Data Pipelines
MLOps
Docker
Kubernetes
Terraform
AWS
Git
CI/CD
GitOps
Linux
Windows
Access Management
Vulnerability Management Support
Patch Coordination
API Integration
PowerBI
PySpark
Time Series Analysis
Data Visualization
Stakeholder Management
Sprint Planning
Agile Delivery
KPI Tracking
Einsatzorte
Einsatzorte
Bonn (+50km) Hamburg-Mitte (+50km) Munich (+50km) Berlin (+50km) Frankfurt am Main (+50km)
Deutschland, Schweiz, Österreich
möglich
Projekte
Projekte
10 months
2025-06 - now
various projects
PythonVS CodeDocker...
Digitalization of Warehouse Processes | Building a Data Analytics Platform. Role: Data Science - Optimization Clients: Netto-marken, Kerpen, Germany
Led the project from concept to production with warehouse operations and IT, delivering data driven automation and slotting optimization while enforcing role based access, environment separation, and secure data handling
Designed and operated analytics workflows in dev and prod with secure CI/CD, basic vulnerability checks for containerized components, coordinated patching with platform teams, and ensured stable handover to operations.
Microsoft Copilot - Supervised Fine Tuning and Reinforcement Learning from Human Feedback (RLHF) Role: Data Scientist - Pod Lead - Freelance Clients: Turing, US (Remote)
Coordinated a team of four engineers reviewing and improving production ready Python code for data processing, data visualization and API based services.
Managed task allocation and delivery across parallel workstreams, ensuring consistent quality, clear documentation and on time completion.
System for digitalizing daily warehouse workforce planning using workload based allocation, structured data processing, and repeatable operational execution.
PythonDjangoPostgreSQLPandasHTMLJavaScript
Netto Marken-Discount
Kerpen, Rheinland
1 year 1 month
2023-09 - 2024-09
Data Analytics | Procurement Controlling | SHAPE+
PythonSklearnKubeflow...
Global Controlling Business Services - Digitalisation and Automation of the budgeting process
Contributed to development and operationalization of machine learning based predictive model for budget planning, achieving 94% accuracy for 12 month forecasts and reducing manual planning effort.
Automated analytics pipelines across multiple internal data sources with dev and prod separation, coordination with enterprise IAM and Active Directory based access controls and documented runbooks to support secure operations and audits.
Configured and utilized APIs for data integration from TM1 and SAP systems, supported vulnerability and patch compliance and ensured reporting access followed Active Directory role assignments and least privilege principles.
Client: Pinnacle Pinnacle Talent Solutions provides IT and workforce solutions across the U.S. and Canada
Built an internal Q&A solution to support BI operations and HR workflows, integrating a controlled knowledge base with role based access and basic data protection checks for sensitive content.
Developed and maintained API integrations for a web app deployment across 15+ cloud environments, with standard logging, monitoring and secure configuration practices to support stable operations.
Client: BSAP U.S.-based auto parts dealership, managing over 2 million products across six major eCommerce platforms.
Improved operational KPIs by automating data flow and analytics across 18 warehouses and six sales channels, reducing manual effort by around 4 hours per day for two analysts and improving reporting consistency.
Implemented reliable API based data integrations with structured logging, controlled access to datasets and documented runbooks to support stable operations across environments.
PythonFlaskMicrosoft AzureSQLREST APIGitCI/CDPandasPowerBIData PipelinesLogging and MonitoringAccess Control
on request
Lahore (Pakistan)
2 years 8 months
2020-11 - 2023-06
Provision of data science and machine learning services
Data Scientist (Freelance)PythonPypdfSelenium...
Data Scientist (Freelance)
Freelance - Provided Data Science and Machine Learning services to offshore clients mainly across the United States and UAE.
Developed Random Forest classifier with 88% accuracy, trained & evaluated on a large dataset of tweets to detect hate/offensive tweets by leveraging different NLP techniques, built web app to facilitate reporting of flagged tweets.
Developed a conversational Q&A chatbot using LangChain and OpenAI, leveraging chromaDB as vector store and streamlit to develop an interface that required PDFs as inputs and the chatbot answered questions related to the PDF
Data Scientist with a passion for Analytics, Cloud Engineering and Secure Systems Operations
Kompetenzen
Kompetenzen
Top-Skills
Data ScientistKubernetesMachine LearningPythonSQLBigQueryPandasNumpyScikit-learnTensorFlowPyTorchHugging FaceAutoMLPredictive AnalyticsRegression AnalysisClusteringTime Series AnalysisAnomaly DetectionData & Feature EngineeringModel Deployment & MonitoringAPICI/CDResponsible AI and safety monitoring
Produkte / Standards / Erfahrungen / Methoden
TECHNICAL SKILLS
Python
SQL
Data Analytics
Data Pipelines
MLOps
Docker
Kubernetes
Terraform
AWS
Git
CI/CD
GitOps
Linux
Windows
Access Management
Vulnerability Management Support
Patch Coordination
API Integration
PowerBI
PySpark
Time Series Analysis
Data Visualization
Stakeholder Management
Sprint Planning
Agile Delivery
KPI Tracking
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