Neil Rodrigues
Senior Applied Scientist @ Wyze
United States
Redmond
Computer Software
Git, Computer Vision, Robot Operating System (ROS), C++, Robotics, Deep Learning, Machine Learning, Image Processing, Artificial Intelligence (AI), Algorithms, Research, Data Analysis, Multithreading, Arduino, Matlab, Python, PyTorch, C (Programming Language), TensorFlow, Github
Experience
Senior Applied Scientist
Wyze
Kirkland, Washington, United States
Applied Scientist III
Wyze
Using LLM's and VLM's to build AI products for smart home cameras.
Applied Scientist - II
Wyze
Kirkland, Washington, United States
Applied Scientist - I
Wyze
Redmond, Washington, United States
Edge AI and Model Compression
Computer Vision-AI Intern
Wyze
Seattle, Washington, United States
• Developed pipeline for Darknet and Pytorch model inference acceleration by 2x for FP16 and 2.5x for INT8 using TensorRT, while maintaining high mAP • Developed unit tests, inference scripts for deployment of TensorRT models to production • Trained edge and cloud models for face and package detection in Tensorflow and Darknet
Graduate Research Assistant
DARPA Subterranean challenge Team PLUTO
Philadelphia
• Built a vision based artifact localiser, for the DARPA funded SubT Challenge • Trained various semantic segmentation networks with RGB Thermal of our dataset (PST-900) • Implemented Erfnet in TRT tensorflow to improve inference speeds on the TX2 to 1.5 times and Xavier to 30 FPS. • Benchmarked various semantic segmentation networks on PST-900 and RTFnet dataset • In a team of two, designed a new high speed RGBT network, for semantic segmentation.
Member
Robotics Interest Group (RIG-NITC)
Kerala, India
• Participated in Robocon 2015,Pune • Organised and conducted sessions on Solidworks during “Introduction To Robotics” workshop, NITC for the freshman year students in 2015 - 2017 • Mentored Fresher’s inducted into Robotics Interest Group, NITC 2015-2016
Education
University of Pennsylvania
Computer Science and Mechanical Engineering(Robotics)
National Institute of Technology Calicut
Mechanical Engineering
Neil Rodrigues's Contact Information
Phone
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