Maciej Modrzejewski

- Development of Machine Learning (ML) models in the area Neural Machine Translation (NMT) - Training of Transformer Networks in industrial settings (size of training corpus - 100M segments) - MLOps - Continuous Delivery und development of ML Pipelines, model release concepts - Active research in Machine Translation (MT): ---> domain adaptation in low-resource settings ---> generation of custom training datasets based on domain classification networks with CNN-like architecture

Research in the Neural Machine Translation with Transformer Networks Accepted to conference on Machine Translation EAMT 2020

- Implementation of semantic integration tests for deep learning services in Python - Development of a React-based web-application to demonstrate services offered by a ML information extraction service - Design and development of single page applications with SAPUI5 incl. development of XML views, controllers, routing, fragments and custom controls for querying pipeline data - Development of Web Application Programming Interfaces (APIs) in SAP HANA XS

- Entwurf und Entwicklung von SAPUI5-basierten Single Page Applikationen - Datenmodellierung in SAP HANA Studio: Calculation Views, Table Functions, HANA Stored Procedures

- Design and development of SAP-NetWeaver reports for querying settlement data of energy delivery and grid utilization in ABAP/4 and ABAP Objects - Data analysis and reporting in SQL

Machine Learning, Deep Learning, Machine Translation