IxStat

Writing scientific papers, doing research

Writing scripts using tensorflow and keras for classification problems, image recognition etc.

Data modeling using linear and nonlinear models, classification and regression trees, random forests. Constructing predictions from models and implementing cross-validation methods. Modeling cross-sectional and longitudinal data.
Doing meta-analysis, survival analysis, time-series modeling etc.

Implementation of advanced algorithms using Python, self-cleaning models based on training and test data set, neural networks, genetic algorithms.