Cracow, Małopolskie, Poland
Experienced Software Engineer and Leader specialised in ML, Data and Performance Engineering. Keywords: Machine Learning, Data Science, Data Engineering, Performance Engineering Leader, Team player, Learner, Optimistic, Good Communicator, Good Starter Software Architecture, Object Oriented Design
Applied AI, Platforms & Devices
Anti-abuse technologies Large scale data science & Machine Learning solutions
Experience management, IQ platform: anomaly detection and driver analysis. Technologies: AWS, python (jupyter, pandas ...), kafka Things done: Building from the scratch the platform for anomaly detection, change detection and driver analysis on key business metrics. Spinned 2 teams (engineering and applied science).
Product: Apollo - R&D Science for Sales Things done: Data Pipeline for Data Science Research Team, SPARK jobs optimisations. Technologies: SPARK, python, pyspark, pandas, Hive, AWS EMR.
Team Lead Engineer till June 2015. Product: Oracle Human Capital Management Cloud - eLearning. Things done: Performance Lab - build from scratch. Applied DataScience in DevOps and product management (exploratory analysis / clustering for market segmentation, performance signal analysis and prediction). Number of urgent and complex production problems resolved. Release manager for 2 releases. Manager of small team (4 engineers). Technologies: MSSQL, C#, .NET, R, Splunk, Python, Jmeter, Jenkins, Windows, Linux
Product: Microservices for Transportation & Logistics. Things done: Launched core transportation services within tight deadlines (Amazon Fresh in LA). Automated test integration framework for microservices. Hunting and solving data consistency problems in distributed systems. Leading scrum teams as TPM. Technologies: Java, AWS, dynamoDB, Microservices, Linux