Profile
Over a decade of international experience in analysing, designing, building, operating, and innovating complex systems. Passionate about data science and programming.
Projects
Skills
R
GNU/Linux
Bash
Git
SQL
Python
Certificates
Import, clean, visualize and report data in R. R packages ggplot2, tidyverse, data.table. Data manipulation and exploratory data analysis. SQL skills to query data from databases and join tables.
Generalized linear models, clustering (k-means, hierarchical), dimensionality reduction.
Sampling, probability, hypothesis testing, experimental design, hierarchical and mixed effect models, survival analysis, fundamentals of Bayesian and factor analysis.
Experience
Performed large scale experiments on automated platforms, and associated high-dimensional data analysis from image analysis to statistical inference.
Quantified and modelled drug-drug interactions and pharmacodynamics.
Worked on high-throughput drug discovery from proof of principle to optimization and statistical analysis.
Supervised one master and one bachelor thesis, delivered master-level lectures, and researched population heterogeneity. Developed an analytical chemistry method.