Assessed 15+ models for cryptocurrency price forecasting, including Statistical, Ensemble and Neural Network models, demonstrating expertise in time series analysis and model selection
Enhanced RMSE accuracy by 16.3% through GRU architecture implementation over LSTM, utilizing TensorFlow, Keras, sklearn, XGBoost and Light-GBM using supervised learning
Managed 5GB+ data in MySQL Database, performing API data collection, data preprocessing, and feature engineering
Optimized model performance through strategic feature selection using Recursive Feature Elimination (RFE) and hyperparameter tuning via Grid search
DATANOMIQ GmbH
Berlin
7 months
2022-07 - 2023-01
Implemented NLP to enhance content relevance
Data Engineer
Data Engineer
Achieved 10,000+ visits within initial 7 days of a web application launch tracking job skills trends by establishing a robust CI/CD pipeline on Azure using Terraform and GitHub Actions, YAML
Led ETL/ELT pipeline development, administering MySQL and MSSQL databases, and implemented serverless computing with Azure Functions and Azure Data Factory
Implemented NLP to enhance content relevance, resulting in a 20% increase in the company?s marketing reach using spaCy and Huggingface
Facilitated seamless project execution through cross-functional collaboration
DATANOMIQ GmbH
Berlin
4 months
2022-03 - 2022-06
Developed a Full Stack web application for renewable energy analysis
Data Science
Data Science
Developed a Full Stack web application for renewable energy analysis, reducing loading times and enhancing overall user experience using Python, Streamlit, SQLite, SQLAlchemy
Analyzed renewable energy data for 20 countries, presented insights through interactive Plotly charts, and improved data visualization efficiency, reducing data interpretation time by 50%
Engineered a real-time prediction model for CO2 levels using sklearn, integrating live data streams via REST APIs and RSS feed
DATANOMIQ GmbH
Berlin
Aus- und Weiterbildung
Aus- und Weiterbildung
1 month
2024-03 - 2024-03
Apache Airflow: with AWS, Spark, Kubernetes, Docker
Udemy
Udemy
Production Grade Data pipelines with Airflow, scaling Airflow with the Local, Celery and Kubernetes Executors, Monitoring with Elasticsearch and Grafana, Mastering DAGs with timezones, unit testing, backfill and catchup
1 month
2023-09 - 2023-09
Google IT Support Professional Specialization
Google
Google
Computer architecture, Linux, Virtual Machines, Computer networking, Package and software management, Resource monitoring, Systems administration, Implementing/managing directory services
2 years 5 months
2021-02 - 2023-06
General Technology Management
M.B.A., GPA:1.8, Fachhochschule des Mittelstandes, Berlin
M.B.A., GPA:1.8
Fachhochschule des Mittelstandes, Berlin
Software Development, , Data Structures and Algorithms, Object Oriented Programming, Data Management and Warehousing Analytics, Web Development, Cloud Computing, Data Modeling, Machine Learning, Model Development and Deployment
Microsoft Azure (Azure functions, Azure MSSQL, Azure Data Factory)
AWS
Other
Terraform
Docker
Batch Scripting
Git
REST APIs
Programmiersprachen
Python
C++
SQL
HTML
CSS
Einsatzorte
Einsatzorte
Deutschland, Österreich
möglich
Projekte
Projekte
5 months
2023-02 - 2023-06
Master Thesis
Assessed 15+ models for cryptocurrency price forecasting, including Statistical, Ensemble and Neural Network models, demonstrating expertise in time series analysis and model selection
Enhanced RMSE accuracy by 16.3% through GRU architecture implementation over LSTM, utilizing TensorFlow, Keras, sklearn, XGBoost and Light-GBM using supervised learning
Managed 5GB+ data in MySQL Database, performing API data collection, data preprocessing, and feature engineering
Optimized model performance through strategic feature selection using Recursive Feature Elimination (RFE) and hyperparameter tuning via Grid search
DATANOMIQ GmbH
Berlin
7 months
2022-07 - 2023-01
Implemented NLP to enhance content relevance
Data Engineer
Data Engineer
Achieved 10,000+ visits within initial 7 days of a web application launch tracking job skills trends by establishing a robust CI/CD pipeline on Azure using Terraform and GitHub Actions, YAML
Led ETL/ELT pipeline development, administering MySQL and MSSQL databases, and implemented serverless computing with Azure Functions and Azure Data Factory
Implemented NLP to enhance content relevance, resulting in a 20% increase in the company?s marketing reach using spaCy and Huggingface
Facilitated seamless project execution through cross-functional collaboration
DATANOMIQ GmbH
Berlin
4 months
2022-03 - 2022-06
Developed a Full Stack web application for renewable energy analysis
Data Science
Data Science
Developed a Full Stack web application for renewable energy analysis, reducing loading times and enhancing overall user experience using Python, Streamlit, SQLite, SQLAlchemy
Analyzed renewable energy data for 20 countries, presented insights through interactive Plotly charts, and improved data visualization efficiency, reducing data interpretation time by 50%
Engineered a real-time prediction model for CO2 levels using sklearn, integrating live data streams via REST APIs and RSS feed
DATANOMIQ GmbH
Berlin
Aus- und Weiterbildung
Aus- und Weiterbildung
1 month
2024-03 - 2024-03
Apache Airflow: with AWS, Spark, Kubernetes, Docker
Udemy
Udemy
Production Grade Data pipelines with Airflow, scaling Airflow with the Local, Celery and Kubernetes Executors, Monitoring with Elasticsearch and Grafana, Mastering DAGs with timezones, unit testing, backfill and catchup
1 month
2023-09 - 2023-09
Google IT Support Professional Specialization
Google
Google
Computer architecture, Linux, Virtual Machines, Computer networking, Package and software management, Resource monitoring, Systems administration, Implementing/managing directory services
2 years 5 months
2021-02 - 2023-06
General Technology Management
M.B.A., GPA:1.8, Fachhochschule des Mittelstandes, Berlin
M.B.A., GPA:1.8
Fachhochschule des Mittelstandes, Berlin
Software Development, , Data Structures and Algorithms, Object Oriented Programming, Data Management and Warehousing Analytics, Web Development, Cloud Computing, Data Modeling, Machine Learning, Model Development and Deployment