Anna Paleczek Email & Phone Number

• Data processing, analysing and visualisation• Classification and prediction of time series data

• Data processing, analysing and visualization• Training Deep Learning models for MRI and RTG images• Participation in brainstorming• Working with Large Language Models, Chatbots and Natural Language Processing• Using OpenAI API and Langchain to develop Chatbots for product recommendations, filtering, text2sql etc.• Prompt engineering• API for PoC implementation in Flask

• Developing the models and writing the technical part of research paper: Automated Correction Angle Calculation in High Tibial Osteotomy Planning• Preparing state-of-the-art paper analysis in AI&Medicine field

• Development of applications with GUI to control gas dosing system and communicate with measurement devices to collect data• Analysis of gas sensor data• Data processing and visualisation• Implementation of Machine Learning algorithms for regression and classification tasksParticipation in projects: • NCBR HYDROSTRATEG An integrated intelligent monitoring system limiting the migration of compounds of anthropogenic origin in rainwater retention systems • NCN SONATA BIS Investigation of the possibility of development of metaplasmonic sensors for the detection of diabetes and NAFLD biomarkers in the TDW/GLAD technology • NCN OPUS Research on microwave gas sensors based on selected metal oxides – theoretical and experimental analysis • NCBR „Rzeczy są dla ludzi” Portable device for detecting biomarkers in the exhaled air • NCBR POL-NOR Highly Accurate and Autonomous Programmable Platform for Providing Air Pollution Data Services to Drivers and the Public. • NCN SONATA Investigation of the influence of GLAD technique for 3Sproperties (sensitivity, selectivity, stability) of gas sensors with the enhanced response for diabetes biomarkers in exhaled human breath

• Designing, implementing and executing manual and semi-automatic system tests of safe and non-safe PLC controller, IEC61850 Gateways and IOLink devices• Creating test documentation, test cases, bug reporting, bug fix verification

Doctor Of Philosophy - Phd, Automatic Electronics And Electrical Engineering

Thesis: Development of algorithms for the detection of biomarkers of selected diseases in exhaled air with the use of semiconductor gas.

Master'S Degree, Biomedical/Medical Engineering

Thesis: Artificial Breath Classification Using XGBoost Algorithm for Diabetes Detection.

Engineer'S Degree, Biomedical/Medical Engineering

Thesis: Recognition of sign language images using a neural network. The project was developed in the MATLAB programming environment..