Umar Farooq Email & Phone Number

Chemnitz, Sn, De

Hartsmannsdorf

Usage of K8S in telecommunication environment to deploy and manage CNFs and VNFs from a management system to large scale of CPE’s.

Hartmannsdorf, Saxony, Germany

Dresden, Saxony, Germany

The main project is to develop an AI based solution to predict the life of battery, based on which the charging and discharging behavior of battery may predicted. There are different parameters which may be helpful to accomplish the main goal. One way is to use the real time charging and discharging battery data and analyze the patterns of current and voltage in time series data. Different Machine Learning approaches (supervised, unsupervised) or Deep Learning methods (RNN, CNN and GAN) may be helpful. Different approaches are opted and tested against the ground truth to predict more accurate future of batteries. Responsibilities: • Working in Python 3.8• Cleaning, preprocessing,Annotation and Augmentation of time series data using Pandas, Numpy and Plotly.• Building of Plotly Dash board for visualization of results interactively.• Development of custom filters to capture interested motifs.• Worked with Stumpy to find required patterns from time series data.• Working with Tensorflow, Keras and SciKit-Learn to train Deep Learning and Machine Learning models.• Implementation of different Neural Networks, Like CNN and RNN with time series data for Supervised Learning.• Working and following agile development environment• Using PySpark Module to handle larger data files.

Hartmannsdorf, Saxony, Germany

A portal was designed to keep track of all orders in the company along with the management of employees. The basic purpose of portal was the interaction between different production and management departments. Every order was supposed to pass through different development departments stepwise where every department post their comments and queries on portal. Management team was able to monitor the whole progress and take decisions accordingly. Furthermore, employee were also able to update their working and vacation plan on portal. Accomplishments• Used PHP, MySql and bootstrap to add sub modules in existing projects.• Added sub modules to existing project using Flask.• Wrap the whole project configuration into Docker image and ran it into Docker container.• Used Linux and wrote python scripts to launch project in automated way.• Worked with FTP application (Filezilla).• Used version control Git (Bitbucket) and Jira for agile project development.

Lahore, Punjab, Pakistan

The final product which was being designed by a team of 18 members, a NLP and Image Processing based solution to distinguish between pictures of Cambodian driving license and Identity Card. The aim was to extract the additional information like DOB, first and last names from the barcode in order to make further predictions by another team. The solution was also supposed to present via interactive web.Accomplishments• Worked on React JS and Django Framework.• Development using Mongo DB.• Analysis of json APIs. • Worked on Image processing using Scikit Image and CV2• Used Bash scripting and Version Control Git.

Master'S Degree, Automotive Software Engineering

Bachelor Of Computer Science, Computer Science, A