Ing. Andrew Agib

Working on analysis and forecasting in centeral customer service centeral

As a Machine learning engineer, My task is to provide unique innovative solutions for customers in the field of AI.

• Digitized solution to calculate the crack friction forces (Scipy, Numpy) • Analyzed (Kolmogorov-Smirnov, outliers test by Grubbs, Bartlett-Test, F-test) and visualized load forces (Seaborn, Matplotlib) • Implemented a forecasting model of load capabilities (Random forest, MLP)

• Built up the business model (CRISP-DM) • Feature engineering and model reduction (PCA) to build accurate models • Analyzed and visualized (Seaborn, Matplotlib) the energy consumption of trains in different trips • Built a forecasting model (Pipeline, Random forest, MLP) for trains’ energy consumption • Managed to increase accuracy from .0001 to 70% • Presented the results in HICL conference

• Implemented an online assessment and correction systems for students using NbGrader • Created a GUI for ships’ tracking (TKinter) • Extracted and updated data on websites using a Web crawler

• Implemented variance object detection algorithms (MNIST, CNN) • Researched how to improve the computational time of object detection • Compared performance on NCS and CPU (CNN – YOLOv3 – Inception) • Using NCS Improved speed of computation time of object detection by 350%

• Built an electrical and mechanical simulation of packaging machine • Built a controller for the simulation and connected it with the simulation using an industrial controller (TwinCAT)

On board, focusing on maintenance of machines.

On board, focusing on maintenance of cars.

On board, focusing on process of fabricating tools used in oil fields.

Focus on the concepts of preventing maintenance in cement industry.

Mechatronics with specialization in Artificial intelligence. I did 3 successful projects in data science and a HIWI. Besides, I did many small projects for different courses in the field of control and embedded systems.

finished my bachelor program by giving focus in control as taking 5 courses in control. In addition, giving time for important fields like autonomous, optimization, robotics, and automation. As well I did my bachelor thesis in the automation lab at Esslingen university of applied science.