Naveen Kumar Rai

Senior Software Engineer

Sunnyvale, California, United States11 yrs 6 mos experience

Highly Stable

Key Highlights

Expert in developing deep learning solutions for computer vision.
Proven track record in improving model accuracy and robustness.
Experience with camera software development across multiple platforms.

Stackforce AI infers this person is a Machine Learning Engineer specializing in Computer Vision and Deep Learning applications.

Contact

Skills

Core Skills

Deep LearningComputer VisionMachine LearningSoftware Development

Other Skills

Convolutional Neural NetworksData AugmentationModel PruningCamera SoftwareDriver DevelopmentImage ProcessingMatlabCC++AlgorithmsProgrammingData StructuresHuman Computer InteractionPythonLaTeX

About

Specific Interests: Machine learning, Deep learning, Computer Vision, and Image processing.

Experience

11 yrs 6 mos

Total Experience

11 yrs 6 mos

Average Tenure

11 yrs 6 mos

Current Experience

Nvidia

3 roles

Senior Software Engineer

Feb 2018 – Present · 8 yrs 3 mos · Santa Clara, California

Working on developing end-to-end deep learning solutions for various computer vision problems.

Deep LearningComputer VisionMachine Learning

Deep Learning Software Intern

May 2017 – Aug 2017 · 3 mos · Santa Clara, California

Worked on improving the accuracy of Convolutional Neural Network (CNN) based model for background removal.
Implemented color & noise augmentation to improve the robustness of the network.
Applied weight-based pruning to achieve better perf with no quality degradation.

Convolutional Neural NetworksData AugmentationModel PruningMachine LearningComputer Vision

System software engineer

Aug 2013 – Aug 2016 · 3 yrs · Pune Area, India

• Designed and developed key components of Tegra mobile camera software driver across multiple operating systems and products - NVIDIA’s Jetson TX1, Jetson TK1, SHIELD, HTC Google Nexus 9.

Software DevelopmentCamera SoftwareDriver DevelopmentComputer Vision

Samsung electronics

Summer Intern

May 2012 – Jul 2012 · 2 mos · Bangalore, India

The project involved modification and up-gradation of a generic THS (Test Harness Setup) which could simulate upper and lower layers for a mobile communication protocol layer.

Crd labs pvt. ltd.

Intern

Jun 2011 – Jul 2011 · 1 mo · Noida Area, India

I worked as a research intern during the period of June-July 2011, on the project "Video segmentation using neural network and distributed genetic algorithm".

Bharat electronics

Vocational Trainee

May 2011 – Jun 2011 · 1 mo · Ghaziabad

I worked as a vocational trainee at BEL during the period of May-June 2011. My project title was "Study of Radar Transmitter(Rohini Radar)". The training included familiarization with all areas of manufacturing and testing of radar parts in BEL Ghaziabad which are cumulative for manufacturing of a radar transmitter. Followed by study of "rohini radar" transmitter.