Banking & Financial Industry Projects (Company C2, etc.)
 

Covered Areas

Projects cover examples in e.g. Commerce Bank customer tracking, on Bigdata, UML/POC, Cloud computing, etc. with e.g. Kafka, developed with Java, Springboot, CI/CD pipelines, Terraform, etc. A model for credit card default ratio was also created and returns to a 95.4% accuracy.

Double Ph.D.s on US Computer Science, USA (eqv) and German Engineering (AI); Lead Solution Architect with over 200 Projects completed in 25 years of career; 3 Books, 4 languages, and 7 Academic Fields with each one having a field experience of 3 years.

Projects Examples in Banking & Financial Industry

Company C2 Bank Credit Card Learning on PTC THINGWORX Platform: Modeling, learning, design, in Thingworx  Platform...

Developed a customer tracking system, particularly focused on predicting Credit Card Default ratio. Two ways of the development were carried out. The first one was direct modeling taking reference of certain existing theory. Established models and under Machine Learning to adjust factors.

The second was using Metal Pass' regular way for predicting. At first, based on data regularities, mathematical models were created, using statistical, offline method. Then based on online data/data stream, the established model was under continued Machine Learning, to improve every factor.

Both models reach an accuracy of about 94.5%.With the time, the 2nd model would have higher accuracy with the continued Machine Learning.

With the accurate model, software system was designed and coded. Online learning was continuously carried out.

Further More: Projects on Banking & Financial