- translation of scientific code from Fortran, C and R to Java
- coding algorithms from published papers
- experience programming in Fortran, C, Perl, C++, Java, R and Python
- experience in developing and maintaining several automated machine learning systems
- experience in developing and maintaining a testing system for an automated machine learning system
- creating predicting systems that produce "don't know" predictions
- Oracle (design, administration, PL/SQL)
- mySQL
- Bayesian networks
- Predictive models based on Monte Carlo
During the first 5 years (from 2005 till 2010) our research contracts were related to cheminformatics only. However, since 2010 we have applied predictive modelling to microarray datasets and gene expression profiles, and, therefore, more involved in Bioinformatics. Recently, we have participated in research projects related to survival analysis and survival modelling.