Sandeep Kumar

Senior Software Engineer

Pune, Maharashtra, India10 yrs 7 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

9+ years in deep learning software development.
Expert in optimizing device drivers for AI applications.
Proven track record with major deep learning frameworks.

Stackforce AI infers this person is a Deep Learning Software Engineer specializing in high-performance computing and AI frameworks.

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Skills

Core Skills

Deep LearningDevice DriversMachine Learning

Other Skills

PyTorchDirectXTensorFlowGraphics Processing UnitonnxruntimeDirectMLCUDAHigh Performance Computing (HPC)Software DevelopmentMathematicsEmbedded SystemsC++Deep Neural Networks (DNN)Python (Programming Language)MXNet

About

Deep Learning software professional with 9+ years of experience in implementing and optimizing DL software stack ranging from Graphics Drivers, Math libraries, DL Frameworks, compute runtime and parallel programming.

Experience

10 yrs 7 mos

Total Experience

3 yrs 6 mos

Average Tenure

5 yrs 8 mos

Current Experience

Nvidia

Senior System Software Engineer

Aug 2020 – Present · 5 yrs 8 mos · Pune, Maharashtra, India

Working on large language models, optimizing NV DirectML driver stack for ISV deep learning apps, internal research models and state of the art deep learning models.

PyTorchDirectXDeep LearningDevice Drivers

Simplemachines, inc.

Senior ML Software Engineer

Aug 2019 – Aug 2020 · 1 yr · Pune District, Maharashtra, India

Implemented and optimized quantized (INT8) operations. Enabled MLPerf models with TensorFlow.

Amd

Software Development Engineer 2

Aug 2015 – Jul 2019 · 3 yrs 11 mos · Hyderabad Area, India

Enabled and enhanced MLPerf and other deep learning models. Contributed to AMD enabled TensorFlow, PyTorch and other DL frameworks.
Implemented features in HIP, investigated benchmarks for performance improvement. Wrote HIP and OpenCL apps, Ported OpenCL apps form AMD APP SDK to HIP and HC C++.