Data science, computational biology, image analysis and process automation.
Techniques Armin Drusko Uses:
Analytical and critical thinking, structured literature recherche and systematical aproach coupled with a bit of intuition and some more thinking out of the box.
Armin Drusko's Problem Solving Skills:
High-throughput screening, drug discovery
Image processing, motion analysis
Data science: Handling large datasets, high-dimensional data, dimensionality reduction, data visualization
Coding (Python, Julia, Perl, R, MATLAB, PHP)
Machine learning: cluster analysis and classification
Mathematical modeling of complex systems (deterministic, stochastic, agent-based) and parameter fitting
Market and customer research
Armin Drusko's Problem Solving Experience:
I developed a cluster analsys pipeline for high-content data extracted from comoubd screens. The tool included data proceedings, dimensionality reduction, statistical analysis, clustering and data visualization.
I developed a web-based user interface for a life-science solution provider to manage the product-related citations in scientific publications.
I developed a graphical-user interface for controlling a fluorescent microscope and setting up an imaging routine for high-throughout screenings with custom cell arrays.