Experience

Saventic Health

• Poland
• Technology, Information and Internet
• 1 - 100 Employee

• Machine Learning Engineer

  • Sep 2022 - Present

  Developing systems and AI models to improve the diagnostic process for rare diseases - Designing and implementing a on-premise production-level Pipeline architecture using Airflow, aimed at managing algorithms for the cyclical screening of patients. Implementation of predictive algorithms into containerized environments - Working on NER model from spaCy, including setting up CI/CD infrastructure and a system for the automated analysis of text data, capable of handling up to 200 million text samples. - Training language models for the analysis of medical documentation, utilizing machine learning and Transformers models. Building models focused on entity attribute detection. - Developing an NLP model for the anonymization of medical data - Preparing grant applications, involving research, proposal writing, - Researching academic publications in the field of Natural Language Processing (NLP) and Optical Character Recognition (OCR), to stay abreast of the latest techniques and technologies. - Data Analysis and Visualization - Technology stack: Pytorch, HuggingFace, Numpy, Scikit, Airflow, MLFlow, Docker Show less



Fudo Security

• United States
• Computer and Network Security
• 1 - 100 Employee

• Machine Learning Engineer

  • Jun 2021 - Aug 2022

  NCBiR project "Opracowanie innowacyjnego modułu AI w branży cyberbezpieczeństwa, dedykowanego monitorowaniu i inteligentnej analizie sesji uprzywilejowanych w czasie rzeczywistym": - analyzing data - creating classification models - feature engineering - researching new methods for classification biometric data NCBiR project "Opracowanie innowacyjnego modułu AI w branży cyberbezpieczeństwa, dedykowanego monitorowaniu i inteligentnej analizie sesji uprzywilejowanych w czasie rzeczywistym": - analyzing data - creating classification models - feature engineering - researching new methods for classification biometric data



Baltic Data Science

• Poland
• IT Services and IT Consulting

• Software Developer

  • Mar 2018 - Apr 2021

  Development of the “Building Blocks” for the World Food Programme organisation. Blockchain based transaction system for humanitarian assistance, constantly being used by many beneficiaries in Jordan and Bangladesh refugee camps. Responsibilities: - Software development (backend and frontend) - Maintenance Continous Integration and Continous Delivery - contact with business domain Technology stack: Node.js, React, AWS, Docker, Parity Ethereum, PostgreSQL. Development of the “Building Blocks” for the World Food Programme organisation. Blockchain based transaction system for humanitarian assistance, constantly being used by many beneficiaries in Jordan and Bangladesh refugee camps. Responsibilities: - Software development (backend and frontend) - Maintenance Continous Integration and Continous Delivery - contact with business domain Technology stack: Node.js, React, AWS, Docker, Parity Ethereum, PostgreSQL.


Bright Inventions
• Poland
• IT Services and IT Consulting
• 1 - 100 Employee
• Software Developer

  • Mar 2018 - Apr 2021

DLabs
• Mexico
• IT Services and IT Consulting
• 1 - 100 Employee
• Stażysta Machine Learning

  • Jul 2017 - Nov 2017

Atos Polska
• stażysta Android developer/Java

  • Jul 2016 - Sep 2016