Mykhailo — ML & Data Engineer

Experience

Senior NLP and LLM Engineer, Fraud Detection in Healthcare

02/2019 – 2025

Senior Design Engineer, ASML

02/2019 – 2024

Mathware and Software consultant, Sioux-LIME

06/2017 – 02/2019

Ph.D. Researcher, University of Technology, Delft, Netherlands

06/2012 – 10/2016

Projects

ML researcher, NDA

03/2025 – present

Developing conceptual ML model for semantic data processing using advanced math and physical modeling

Senior NLP and LLM Engineer, Fraud Detection in Healthcare

02/2019 – 02/2025

Description: The project accelerates the adoption of conversational AI through content, consulting, & community.

• Architecting and developing LLM to process medical records for fraud detection (text-to-text).
• We utilized LLM for diagnoses generation in order to compare them with the actual prescribed ones
• Developed GNN and Isolated Forest model for fraud detection
• NVIDIA Jetson Xavier. Flashing the OS, installing drivers, python environment, and NN for speech translation and communication

Senior Design Engineer and Software Quality Manager, ASML

02/2019 – 2024

• Leading a group for Machine Learning, Artificial Intelligence, and Data Science;
• Working in an Advanced Algorithms and Image Processing Group, my responsibilities include designing Machine Learning Algorithms as well as mathematical, statistical, and physical models for precision measurements in lithographic machines.
• Developing generative AI solutions, autoencoders, and transformers for image to-image-applications (Azure orchestration, TensorFlow/Jax, Python)

Senior Data Engineer

09/2021 – 01/2023

• Designing a product to ingest data via API requests (ETL) and store it in the s3 bucket, transform data, and store it into the snowflake tables (Python, SnowFlake, Airflow, AWS, SQL);
• Automation process of the software development process, scheduling ingestion jobs in AWS.

Consultant for Mathware and Software, AI and ML, Sioux LIME

05/2018 – 02/2019

• Project for KADASTER: Designed a highly efficient model and algorithm that includes AI/ML, complex data analytics, image processing, and delivery of a highly efficient software tool (Python, Tensorflow, Scikit-learn, SQL, PostgreSQL, MongoDB, Docker, Kubernetes);
• Designed algorithms for indoor navigation of a self-driving robot (Python, C++);
• Project for ASML: in close collaboration with a Software and Functional department, I worked on the migration of old code to up-to-date standards, including algorithm optimization, changing model interfaces, testing, and integration into a complex infrastructure (MATLAB).

Ph.D. Project, University of Technology, Delft, Netherlands

06/2012 – 10/2016

• Developed a mathematical model to describe the nonlinear and stochastic behavior of complex dynamical systems;
• Coded Brownian Dynamics and Monte Carlo algorithms for stochastic dynamics (MATLAB);
• Result validation with real data and presentation to industrial partners;
• Managed 3 bachelor projects and supervised problem-solving sessions for about 50 students.

Education

Ph.D., Theoretical Physics

06/2012 – 10/2016

University of Technology, Delft, Netherlands

Candidate of Science (Ukrainian Ph.D.), Theoretical Mechanics

09/2009 – 05/2012

National T. Shevchenko University, Ukraine

M.Sc., Mathematics and Mechanics (grade point average 5.0/5.0)

09/2007 – 08/2009

National T. Shevchenko University, Ukraine

• Major: Theoretical Mechanics
• Minor: Financial and Actuarial Mathematics

B.Sc., Mathematics, and Mechanics (grade 4.63/5.0)

09/2003 – 08/2007

National T. Shevchenko University, Ukraine

Art-School Diploma, Art Academy, UA

09/1998 – 07/2001

Regional Team Member of Physical and Mathematical Olympiads

09/1998 – 05/2003