Mikhail Ivanov Email & Phone Number

Have a strong interest in data analysis, mathematical modeling, optimization algorithms, statistics, ML and science in general. On Kaggle participated in ML and NLP competitions. Have a PhD degree in probability theory and statistics.Worked in marketing industry, perform data research and statistical analysis in Python (PySpark for big data), create ML models.Have more than 10 years of experience in pharma industry, have experience in clinical trials, CDISC (SDTM, ADaM) standards, regulatory submissions. Worked with statistical models including survival analysis, mixed models, ROC curves, hypothesis testing. Programmed in SAS and R. Managed studies as a lead programmer. Studied optimization algorithms and ML on my own. Familiar with PyTorch, NLP, MCMC, EM and SAEM algorithms, Bayesian statistics, PK analysis.