Mohammed Sharif Email and Phone Number

• Designed and executed the development of SNPE AIP backend for running ML models on HTA/DSP hardware• Supervised and managed a team of 4 people who implemented features/performance optimizations on SNPE AIP• Created feature design document, sequence diagrams and milestones for the SNPE AIP project• Debugged and root caused multiple SS models and provided the correct data and analysis to the customer• Collaborated well with the global teams to provide 24hrs support for various critical customer(SS, VOX) issues• Implemented ThreadSafeArray for HTP/DSP/HTA PerfDriver on SNPE• Mentored and provided technical guidance to the team members and defined the tasks• Providing technical guidance and defining the future roadmaps of the team

• Enabled support for Axis Quantization feature on SNPE DSP and HTP runtimes• Implemented User Defined Operations which allows users to hook up layers which are not supported by SNPE• Delivered a feature in User Defined Operations to support multiple Ops in SNPE DSP• Added relevant hook up for Detection Out layer support in SNPE DSP and added missing ops in hexnnv2 code• Collaborated and debugged multiple customer (SS, Xiaomi, MSFT, SoMC) issues on SNPE HTP runtime• Upgraded Hexagon SDK toolchain which impacted multiple platforms including android, IoT and automotive• Worked on SNPE DSP related assignments for various customer and internal issues

• Implemented various features on NVIDIA Deep Learning Accelerator based on Convolution Neural Networks• Contributed in Open-Sourcing NVIDIA Deep Learning Accelerator - http://nvdla.org/• Worked in userspace level to convert the trained framework ML model into a flatbuffer format as a container• Implemented firmware level features by programming the registers for different layers with data from userspace• Worked on Safety Certification (ISO26262) for Auto platforms

• Enabled SELinux on Nvidia platforms in enforcing mode and solved various avc denials issues• Collaborated with various teams to come up with rules to maintains the security of the system• Worked on bringing up Trusted Little Kernel (NVIDIA Trusted OS) and Trusty (Googles Trusted OS)• Implemented Keymaster service to generate hardware backed keys using secure algorithms (GCM, CCM, ECDSA)• Worked on various issues relating to secure logging, secure storage, secure playback (Widevine)