Sarfaraz Habib

- Product Development, from Algorithm to Product, for Radar Applications. - KPI design and analysis of radar vital sensing algorithm - Requirements gathering and support to regional teams with application and demonstrations

- Design Framework for market analysis for AI Products from competitors - Development of AI policy and strategy for the complete organisation and its future scope - Communication stories and web development (internal) for AI Community and it’s enablement - Conducted ideation and use-case generation workshop for Senior management

• 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.