Python Developer

Zkušený softwarový inženýr s odbornými znalostmi v oblasti navrhování řetězců nástrojů pro zpracování dat, strojového učení a vytváření webových aplikací zaměřených na data. Zkušený v práci s neúplnými požadavky, testování a zajištění kvality. Znalost jazyků Python, JavaScript, R, Go, AWS, React a dalších. Silné zkušenosti s vývojem ML modelů, API a dynamických vizualizací dat. Má doktorát z chemie a magisterský titul z aplikované matematiky.

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