Latest articles

Leveraging machine learning to optimise class schedule for international language school

Robert Buda 3 months, 3 weeks ago · 5 min read Scala Optimization Feature engineering EventAI

Building real-time recommendations for e-commerce giant

Rafał Gonsior 5 months ago · 5 min read E-commerce Recommendation system Redis

How we used our knowledge from RecSys competition to build state of the art real-time recommendation system

Synthetic data for deep learning

Michał Gawryluk 5 months, 2 weeks ago · 4 min read Synthetic data Computer Vision Blender Human labeling

Generating synthetic data can be a cheap way to get unlimited supply of training data

Multimillion savings in healthcare in less than 4 months

Aleksandra Pryczek 5 months, 3 weeks ago · 4 min read Debt collection

AI system for fraud detection created by LogicAI for Ministry of Health

Kaggle Days China

Aleksandra Pryczek 8 months ago · 4 min read Kaggle Days

Kagglers gather offline for the 5th time

Real-time recommendation systems for session-based user activities

Paweł Jankiewicz 8 months ago · 4 min read Python E-commerce Recommendation system Redis

The difference between batch and real-time recommendation systems can be dramatic for the user experience. Is it really that hard to build a responsive system?

How to build event-based models

Paweł Jankiewicz 8 months, 1 week ago · 6 min read Churn EventAI event-based modeling Scala Spark Python Debt collection Predictive maintenance

Building reactive systems is not only important for the software engineering. Also in Machine Learning building dynamic models that react to the events is just as important.

Churn modeling for business part II case study

Paweł Jankiewicz 9 months ago · 3 min read Machine Learning Optimization

How nature inspires us to solve problems? An introduction to metaheuristics

Paweł Jankiewicz 1 year ago · 6 min read Machine Learning Optimization