Python Developer

Erfahrener Software-Ingenieur mit Fachkenntnissen in der Entwicklung von Datenverarbeitungs-Toolchains, maschinellem Lernen und der Erstellung datenorientierter Webanwendungen. Erfahren in der Arbeit mit unvollständigen Anforderungen, Tests und QA. Gute Kenntnisse in Python, JavaScript, R, Go, AWS, React und mehr. Starke Erfolgsbilanz bei der Entwicklung von ML-Modellen, APIs und dynamischen Datenvisualisierungen. Hat einen Doktortitel in Chemie und einen M.Sc. in angewandter Mathematik.

12.2022 – current time, Software Engineer

• Developed software tool for sensor and radar-based systems analysis and validation
• Created toolchain for processing reference and point cloud data and statistical KPI evaluation
• Engineered KPI-specific algorithms and implemented them for computational performance
• Created visualizations to support analytical tasks
• Technologies: Python, numpy, pandas, ROS, scipy, scikit-learn, jinja, matplotlib, pytest

07.2021 – 12.2022, Machine Learning / Data-Oriented Developer

• Created ML based service for predictive maintenance
• Developed package for time series symbolic representation and analysis
• Constructed models for tag-based scoring of hotels and stock portfolio optimization system
• Devised recommendation system to assist volunteer pilots
• Technologies: Python, Spark, PySpark, Azure ML Services, R, RShiny, C++, Rcpp, H2O, NLTK, numpy, pandas, scikit-learn

05.2016 – 05.2021, Machine Learning / Software Engineer

• Created ML models for forecasting solar radiation and energy consumption
• Architected an API for interaction with machine learning models and data
• Built infrastructure within AWS for training and prediction services
• Developed web application for analysis and visualization of energy consumption patterns
• Technologies: Python, R, JavaScript, Go, pandas, LightGBM, H2O, R Shiny, React, AWS EC2, RDS, S3, API Gate, Lambda

11.2015 – 04.2016, Software Engineer

• Designed and built web-based system for dynamic visualizations for math/economics lectures
• Created dynamic visualizations using D3JS and MathboxJS
• Developed ReactJS components for integration with Highcharts and Mathbox libraries
• Technologies: JavaScript, ReactJS, D3JS, Highcharts, MathboxJS

01.2015 – 11.2015, Software Engineer

• Developed web application for legislation search, tagging, and management
• Added new features to the application
• Technologies: R, R Shiny, ElasticSearch, MongoDB