Avy Tahan Email & Phone Number

Israel

Lead a number of data science projects in various fields including medical and industrial.Researched and applied Genetic Algorithms (GAs) to machine learning model optimization through hyper-parameter optimization (HPO) and feature selection for various classification and regression projects. Responsible for defining data science best practice and overseeing its implementation.

Lead a small team in algorithm development and data analysis for leak detection and water consumption analytics for an IoT water intelligence platform.Researched and developed machine learning and pattern recognition algorithms for leak detection in different types of water system.Implemented machine learning pipelines in the AWS cloud in close collaboration with back-end engineers.Composed descriptions for various patents based on methods for leak detection.

Developing and implementing the algorithms for low-energy consuming, limited-resource IoT (Internet of Things) devices used for water consumption analysis and real-time leak detection. Developing statistical algorithms to analyze water consumption data from prototype through to implementation in C in an embedded environment.

Researching and developing interactive graphics and multimedia applications for showrooms, interactive exhibits and museum exhibitions in close collaboration with graphic designers and animators. Projects are implemented using various software and hardware technologies

Computer graphics software development using C, Clutter, GLib and OpenGLSL in an Embedded Linux environment for a touch screen mobile phone. Developed various interactive graphical objects including the software to integrate them with the application layer.

Research into the application of 3D statistical shape models of the human body to virtual fitting of garments using various techniques including point cloud alignment and registration, Principal Components Analysis, missing data estimation, Genetic Algorithm optimization and cluster analysis.

Phd, Computer Vision

Research based on 3D statistical shape models of the human body.

Msc, Computer Vision, Imaging And Graphics

Courses completed include: computer vision, image processing, advanced computer graphics, mathematical methods.

Bsc, Computer Science, First Class Honors