Employed in RadioVal project: International Clinical Validation ofRadiomics Artificial Intelligence for Breast Cancer Treatment Planning

- Fine-tuned a Large-Language Models (LLM's) to generate images for wildfire detection in Portuguese forests, reducing response times and aiding in early fire prevention.- Developed and deployed advanced computer vision models for healthcare and construction industries.- Led the technical aspects of the projects, including requirements gathering, data collection, preprocessing, and feature engineering.- Engineered a healthcare solution utilizing CCTV monitoring, effectively detecting falls and patient bed exits. Successfully implemented in USA hospitals.- Designed, developed and deployed a PPE detection system from scratch, utilized in the Gdańsk refinery and Sierra Gorda Copper Mine. Leveraged PyTorch and vision monitoring, this initiative led to a commendable improvement in safety compliance.- Implemented end-to-end machine learning delivery pipelines utilizing Azure, Jenkins, Docker and MLflow. This approach enhanced the efficiency of model development and deployment, resulting in a streamlined and faster time-to-market for solutions.

- Conducting research and implementing AI algorithms for the needs of the AI-supported tool for the development and maintenance of AI solutions.- Developing Back-end APIs and services.- Conducting research, implementing AI algorithms and developing dockerized services for the needs of the Smart City system.- Conducting deployments of the Smart City system.

- Conducting research and implementing algorithms for the needs of the Smart City system.- Developing services in large, dockerized ML/Big Data system in Smart City solutions domain.- Developing Django back-end for social media application.

- Preparing training data for ML and DL models.- Building and training ML and DL models.- Developing containerized web tool for processing and annotating data.- Developing a software system used to process and convert datasets in various formats.

Artificial Intelligence Club

- Automating tasks using Python- Managing Oracle Database

-Remote customer service-Reporting technical issues