Mykhailo Data Engineer, AI/ML Architect
Summary
- Developer and Data Engineer with 9+ years of professional experience in the Information Technology Industry including cutting edge Semiconductor Engineering;
- Solid experience in engineering and design of robust and efficient software products;
- Knowledge of a wide range of programming languages, technologies and platforms (Python, MATLAB, C/C++, JavaScript);
- Extensive experience with designing and academic analysis of AI/ML algorithms, data analytics, mathematical optimization, modern statistical and stochastic models, robotics;
- Determining and analyzing business requirements and communicating with clients and architecting software product;
- Experience of working in large distributed teams;
- Strong knowledge of OOP/OOA/OOD, database modeling;
- Proficient in presenting and writing reports and documentation;
- Fluent English;
- Upper-Intermediate German and Dutch.
Experience
Senior NLP and LLM Engineer, Fraud detection in the medical industry
02/2019 – present
Senior Design Engineer, ASML
02/2019 – present
Mathware and Software consultant, Sioux-LIME
06/2017 – 02/2019
Ph.D. Researcher, University of Technology, Netherlands
06/2012 – 10/2016
Projects
Senior NLP and LLM Engineer, Fraud detection in the medical industry
02/2019 – present
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 – present
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, 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, Netherlands
Candidate of Science (Ukrainian Ph.D.), Theoretical Mechanics
09/2009 – 05/2012
National T. Shevchenko University, Ukraine
M.Sc., Mathematics, and Mechanics (grade 5.0 from 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 from 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