AI integration into existing systems
Putting models into production where your data already lives. Your data stays in your infrastructure.
Co-Founder of myBytes
Mariusz Pianowski
Software engineer and co-founder of myBytes.
Mariusz Pianowski has been developing and scaling production systems for more than 20 years, including at mobile.de, Motoso and Alphaonline. His focus: integrating AI models into existing architectures, whether SAP, ERP or your own data warehouse, with no migration and no new stack.
AI Integration & Data Science
Current focus
Four areas of work: two lead to published case studies, two to the matching consulting offer.
Customer analytics and segmentation
Finding customer segments with clustering methods and making them actionable for sales and marketing.
Statistical modelling
Regression and classical methods as a solid baseline before a neural network is needed.
Production systems and architecture
From prototype to a system that runs in daily operation: operations, scaling, maintainability.
Research by Mariusz Pianowski
Research
Selected work with disclosed methodology and published code.
MIT Capstone: Marketing campaign analysis
Customer segmentation with clustering methods, fully reproducible.
Boston house prices
Price prediction with regression, from data preparation to model evaluation.
Open source and code
Code
Public repositories containing Mariusz Pianowski's work, in the myBytes research organisation on GitHub.
Certifications
Credentials
Exact programme names with the supporting proof.
Applied AI and Data Science Program
MIT Professional Education
Deep Learning Specialist
Bitkom Akademie
Work with Mariusz Pianowski
Which model belongs in your systems? An initial conversation clarifies feasibility, data readiness and the path into your architecture, with no sales deck.