LogicAI Tech Blog

Realtime recommendation systems for session-based user activities

Paweł Jankiewicz 6 days 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 2 weeks 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 1 month ago · 3 min read Machine Learning Optimization

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

Paweł Jankiewicz 4 months, 2 weeks ago · 6 min read Machine Learning Optimization

A closer look at AI solutions for health, education, and environment

Paweł Jankiewicz 5 months ago · 5 min read Machine Learning

In our previous article, we have outlined useful AI-based solutions available in sectors of traffic, space and transportation management. This time we take a closer look at possibilities opening thanks to AI, in areas of health, education, and environment.