Nikhita Nadgauda
Qualcomm | Carnegie Mellon University | Open to ML/DL/CV opportunities
- Role
- Engineer at 高通
- Location
- San Diego, CA, US
- LinkedIn followers
- 500 followers
About Nikhita Nadgauda
I currently work as an engineer at Qualcomm, working towards building a virtual platform…
Experience
Engineer
Feb 2022 — Present · US
Development and deployment of various parts of virtual platform that performs off-target execution of the Qualcomm SoC. RPC for OpenCL backend:Deployed Remote Procedural Calls (RPC) for OpenCL for parallel computing applications between virtual platform and Linux using POSIX RPC in C/C++, resolving issues such as callbacks and buffer transfer for seamless functionality. Validated numerous kernels and high frame rate ADAS applications on Intel GPU and CPU. QNN for all backends and maintenance:Development, integration, deployment and maintenance of the Qualcomm Neural Networks (QNNs) on several hardware emulators on the virtual platform.RPC for TensorRT backend:Developed RPC between the virtual platform and Linux OS for faster inference of neural networks-based machine learning models by utilizing a TensorRT backend to offload to General Purpose GPU. Improved runtime execution time between different operating systems from 5 minutes to 45 seconds by leveraging optimization techniques.
Education
Carnegie Mellon University
Master's degree
2020 — 2021
Heriot-Watt University
Bachelor of Engineering - BEng (Hons)
2015 — 2019
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