MD Atif Bin Karim

• Align business needs with scalable, maintainable technical solutions. • Design and optimize CI/CD pipelines for reliable, fast releases. • Proactively monitor infrastructure to prevent and resolve issues. • Implement DevOps practices like containerization and configuration management. • Maintain detailed documentation for system reliability and longevity.

Development of image perception system of an inventory robot Responsibilities: • A part of the image perception team as a research assistant • Worked with image processing library(OpenCV, UnrealCV) and Photogrammetry tools to create 3D models of kitchen utensils • Used neural-network library Keras to implement different learning algorithms(YOLOV3, VGG19) to classify and localize objects • Experienced with Python, Image processing, Deep Learning

Analysis of time-series data to forecast sensor information using machine learning algorithm Responsibilities: • Examined time series data of Salzgitter AG power plant's sensors' by statistical analysis • Used data analysis library of Python(Pandas, NumPy, Scikit-learn) to extract features and remove anomalies • Different machine learning algorithms are used to represent a comparative analysis for choosing the best model to predict information of sensors.

Image classification using Python and C++ Responsibilities: • Image processing of traffic signal using OpenCV to fed into machine learning algorithms • Keras is used to train Convolutional Neural Network(CNN) • Written forward pass(testing part of image classification) in Python(without using API of Keras) and C++ • Mathematical structure of CNN is explored

The goal of the project was to integrate Typescript in the platform of Node-RED instead of Javascript. I have successfully developed some node which was capable of doing some basic stuff of Node-RED using Typescript. Studied to correlate javascript and typescript to make a conversion module from javascript to typescript for the purpose of the project.

In the summer camp, the challenge was to find a solution to collect and process data from IOT of Industrial environment and make them reusable. Javascript and Node-RED have used for the completion of that task.

Controlling robot to pick and place objects using ROS Responsibilities: • Explore Robot Operating System(ROS) to communicate with the robot controller • Used Kinect Camera and image processing library to classify different coloured objects • Manipulate robot to move objects from one place to another • roscpp, OpenCV are used to perform the task

Management Trainee (Maintenance Department) Responsibilities: • Maintenance of different sewing machine, Compressor and Electrical system • Safety support for manpower and machine • Audit work for safety purpose, Manpower management • Arrange training session for the worker on safety and troubleshooting of machine • Development of electronics appliances related to production

Coming to the University of Bremen is to pursue the zenith of my ambition of being a technically sound person by gaining modern knowledge. Here, I have learned a lot about Automation, Robotics, Control Engineering, Dynamic system, Sensor Engineering.

My journey of Engineering has started in this campus. A concrete knowledge regarding Electrical Circuits, Electrical Machine, Power System, Telecommunication I have gained by attending several courses.