Sarfaraz Habib

• Implementation, analysis and evaluation of deep learning methods in the context of autonomous driving. • Development of novel safety specific strategies focusing Robustness and Compression of deep neural networks. • Development of novel approaches for improving and enriching existing training data set.

• Regular support to transceiver system engineering team in creating transmitter specification into newly developed software system. • Communicate with system engineering and chip validation teams to fill measurement driven specification requirements to a database. • Thoroughly updating and crosschecking existing specifications for new transceiver products and compatibility with 3rd Generation Partnership Project. • Worked with python to automate tasks.

• Site Level Analys is of LTE/3G/2G CS/PS Traffic and Users for Commercial use. • Research and Analysis of trials to improve Accessibility, Retain ability and Mobility KPIs. • Tasks included Traffic balancing, Frequency Planning/Auditing, Drive testing

Data Science

Bachelor Research Project: Smart Solution using ZigBee Based Wireless Sensor Network Relevant Courses: Applied Probability & Statistics, Introduction to Programming (C/C++) and Data Structure s , Digital Signal Processing, Communication Networks, Wireless Cellular Communication.