Dec 2025 – Present · 5 mos

Dec 2021 – Present · 4 yrs 5 mos

• Creating software features for XR products.
• Creating optimized software and hardware solution to run AI models faster.
• Product and feature development for DSP/HVX System software.
• System software for embedded multi subsystem designs

Jul 2018 – Mar 2022 · 3 yrs 8 mos

• I worked primarily as Lead Software developer for machine learning inference engine of Qualcomm known as Snapdragon Neural Processing Engine (SNPE) .
• My responsibilities included:
• 1) Development and support of convertor tools. These tools are used to convert ML models written in various frameworks like tensorflow, caffe, caffe2, onnx, etc to a standard model which is understood by Qualcomm's inference engine.
• 2) Development and support of inference engine. This include adding support of various ML layers and operations in inference engine.
• 3) Collaborating with engineers across three sites(San Diego, Markham and India)
• 4) Validating Inference Engine and Model Converter tools for Accuracy and Benchmark performance.
• 5) Evaluating, understanding and porting various third party libraries like Arm Compute Library, Gemmlowp, Protobuf, Flatbuffers, Pybind, Boost, etc
• 6) Creating various Dockers for making convenient development environments. This helps in using various frameworks like tensorflow, caffe, etc with no configuration effort which helps in saving developer time.
• 7) Support issues faced by customer which they face while using our machine learning engine.
• 8) Debugging across various runtimes like CPU, GPU and DSP.

Dec 2015 – Mar 2022 · 6 yrs 3 mos

• My responsibilities include:-
• 1: Implementing new features for Multi Processor drivers for Qualcomm.
• 2: Supporting and maintaining existing multi proc drivers of Qualcomm in Linux system.
• 3. Multi proc drivers include Glink, Shared memory driver, Qualcomm message interface, IPC router .
• 4: Work on bringup of new chip sets like Snapdragon 845, 835,etc from Multi proc perspective.
• 5: Add IPC support over different transport mediums like SPI, Shared Memory, etc