Farjad Adnan

Consultancy, Requirements gathering and implementation of a client-server licensing administration module (Rhino Licensing) for an industrial simulation software called StroConPL of Strothmann and extended the functionality of simulation software in C# ASP.NET and WPF Consultancy, Development, Testing and Support for Java based web and desktop applications for different customers

• Feature selection and feature ranking using the concepts of Shapley values on medical datasets • Comparison of several feature selection and feature importance methods for the medical datasets • Predictive Bayesian hierarchical model to estimate the Shapley curves with limited training sample size • Comparison of several Shapley value estimation approaches in supervised learning context Related Skills: Machine learning and Statistics, Python, Scikit-learn, Theano, Anaconda, Numpy

Development of a service desk platform using Java Spring boot and Hibernate • Unit testing of the Java applications with Junit, Mockito and Hamcrest • Debugging, troubleshooting and bug solving reported on Jira • Code management using Git, release management and deployment of applications on web servers Related Skills: Eclipse, Netbeans, IntelliJ, Java, Spring boot, Hibernate, Jenkins, Git, MKS, Unit testing, Webservices, Javascript, Sharepoint 2013

• Object and face detection (Training and Testing) using HOG, SIFT and SURF algorithms • Cross validation training of Adaboost algorithm to produce a strong classifier with weak classifiers • Training of networks with deep learning techniques and performance of evaluation of learned networks • Integration of trained algorithms and deep learned networks with other modules of system Related Skills: C++, MATLAB, OpenCV, Dlib, Adaboost, SVM, PCA, Robot Operating System (ROS), Linux

Development of a service desk platform using Java Spring boot and Hibernate • Unit testing of the Java applications with Junit, Mockito and Hamcrest • Debugging, troubleshooting and bug solving reported on Jira • Code management using Git, release management and deployment of applications on web servers Related Skills: Eclipse, Netbeans, IntelliJ, Java, Spring boot, Hibernate, Jenkins, Git, MKS, Unit testing, Webservices, Javascript, Sharepoint 2013

• Requirements gathering and development of an automated Decision System for river water distribution • Oversee all stages of design, development, and deployment of applications • Supporting Quality Assurance team to correct all bugs in the sofware Application • Development, deployment and configuration of Share Point Foundation 2010 Related Skills: Microsoft Visual Studio, C++, C#, CVS, Unit testing, Javascript, Sharepoint

1) Mathematical modeling, MATLAB-Simulink and Virtual Reality Modeling 2) Accelrometer, Gyroscopes, Magnatometers (IMU) interface with DSPIC, AVR and PIC microcontrollers 3) IMU data filtering using complementary filter and state estimation using Kalman filtering 4) Zig Bees interface with microcontrollers and PID Control for stable hover

Machine Learning, Image Processing, Computer Vision, Robotics

Embedded Systems, Signal Processing, Control Systems