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Mykhailo Data Engineer, AI/ML Architect

Data Engineer, Data Science

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