Analyzing overlay control parameters for Node transfer projects

Technical expertise:• Developed algorithms for various applications pertaining to electrophysiology data processing and analyses.• Proficient in statistical methods for evaluating large databases and algorithm output.• Competent in signal processing tools for machine learning applications.• Experienced in algorithm parallelization for high-throughput and efficient use of resources in processing large databases.• Assisted in setting-up verification and validation techniques to validate software implementations.• Created demonstrators for technology forums.• Supervised junior researchers and students in executing project tasks or assignments.Project management and administrative expertise:• Responsible for roadmap definition, resources and budget planning for projects.• Experienced in project management and resource allocation.• Experienced in customer facing roles: presenting weekly updates, defining research directions and managing expectations of customers.• Assisted business development team in technical discussions with customers and partners.• Participated in various technology forums and conferences to showcase products and expand business network.

• Developed tools for biologists to perform drug discovery analyses (http://cofa.uta.fi/med/CardioMDA/).• Modelled stem cell data to distinguish between normal and diseased cardiac conditions.• Expertise in video processing and feature extraction techniques.• Proficient in creating MATLAB user interface for non-technical users / customers.

Developing algorithms and graphical user interface for evaluating video recordings from cardiomyocyte populations.

• Experience processing large database involving multiple data types (human physiology, automobile, driver pattern).• Managed database and acted as point of contact for several project participants for technical assistance.• Perform linear regression and statistical tests to determine factors affecting sleep and recovery during different shift types.

Designed and developed an analysis tool to evaluate drug response in human cardiomyocytes recorded on micro-electrode array plates. The software is freely distributed for researchers in the field.

Evaluation of automated classification algorithms to detect cardiac and respiratory problems using photoplethysmography signals.