Alexander Lacki Email & Phone Number

Kraków, PL

• Researching the applicability of large language models for interactive and personalized product recommendations
• Developing methods to better understand customer segments and providing an improved product experience
• Trying not to break things

Valencia, Spain

• Analyzed biomedical signals using convolutional neural networks using Tensorflow/Keras
• Developed novel semi-supervised clustering algorithms for patient stratification using Python and C++
• Performed causal inference of drug effects to provide a foundation for treatment recommendation using Python and R

Freiburg, Baden-Württemberg, Germany

• Identified current operating procedures in critical care cardiology including their perceived benefits and shortcomings
• Designed and executed an interview-based user centered design evaluation of an AI-driven decision support tool

Valencia, Valencian Community, Spain

• Implemented and standardized a SQL database of electronic health records using Python-based ETL processes
• Developed a domain ontology for inferring relevant concepts using Protégé
• Implemented a pipeline for retrieving data from the SQL database and preprocessing it according to the domain ontology
• Developed a system using NLP to analyze free-text clinical notes and predict patient diagnoses using Python, SpaCy, and Qt

Berlin Area, Germany

• Optimized a mechatronic motion seat which was installed in a passenger vehicle using genetic algorithms and quasi-static analyses using Python and Solidworks
• Researched deep learning methods for the detection and quantification of motion sickness from passenger video data

Madrid Area, Spain

• Characterized public transport passengers based on automated fare collection data to allow Madrid’s public transport provider to better target their customer base
• Integrated proprietary and public datasets to provide contextual information
• Created a data pipeline on an HPC cluster for processing large amounts of data
• Developed survival analysis models for customer churn prediction using Python and lifelines

Cracow, Małopolskie, Poland

Assessed the influence of staining protocols for x-ray imaging on the mechanical properties of soft tissue

Cracow, Lesser Poland District, Poland

• Managed customer requirements and translated requirements from German to English
• Created product documentation for development and testing purposes
• Developed analytical and task automation tools using VBA

Ph.D., Clinical Decision Support Systems

M.Sc., Artificial Intelligence

B.Sc., Mechatronics Engineering