Suryaprakash Senthil Kumar Email and Phone Number
Hello, I'm Suryaprakash, a graduate student in Robotics at Georgia Tech, actively seeking a full-time opportunities. My academic journey has fueled a passion for autonomous driving and deep reinforcement learning. I am deeply intrigued by the practical applications of Artificial Intelligence and Machine Learning, particularly in predictive modelling and process optimization.
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Ai Software DeveloperProxisCalifornia, United States
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Graduate Teaching AssistantGeorgia Institute Of Technology Aug 2023 - May 2024United StatesCurrently working with Professor Thomas Ploetz for the CS 6601 Artificial Intelligence course specialising in Machine Learning and Game play -
Graduate Teaching AssistantGeorgia Institute Of Technology Jan 2023 - May 2024United StatesWorked under professor Thad Starner for the CS 3600/6601 Artificial Intelligence course at Georgia Institute of Technology.
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Research InternBrainml Laboratory, Georgia Institute Of Technology May 2023 - Dec 2023Atlanta, Georgia, United States• Implemented diverse algorithms for predicting pedestrian trajectories, aiming to comprehend human & animal behaviors.• Developed 3 distinct graphs to model spatiotemporal interactions among mice and set up clusters for parallel training.• Designed a novel geodesic loss to preserve anatomical constraints and demonstrated a 12% performance enhancement.Human Motion Prediction using Temporal Convolutions (TCN) | PyTorch, PIL Jan 2023 – May 2023
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Deep Learning And Computer Vision InternSwaayatt Robots (स्वायत्त रोबोट्स) Oct 2021 - Mar 2022Bhopal, Madhya Pradesh, IndiaInvestigated pruning techniques applied to CNNs for object detection and tracking focused on the analysis of real-time images obtained from Level 4 autonomous vehicles.Used PyTorch / C++ for designing the network and set up a training pipeline Google Cloud TPU-v3 for training.Identified pruning techniques, compressing VGG16 by 45% and YOLOv3 by 30% with an accuracy drop of 4 - 5% on the Road Sign Detection Dataset.
Suryaprakash Senthil Kumar Skills
Suryaprakash Senthil Kumar Education Details
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Mechatronics, Robotics, And Automation Engineering
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Mechanical Engineering -
Agarwal Vidyalaya Matriculation Higher Secondary School95%
Frequently Asked Questions about Suryaprakash Senthil Kumar
What company does Suryaprakash Senthil Kumar work for?
Suryaprakash Senthil Kumar works for Proxis
What is Suryaprakash Senthil Kumar's role at the current company?
Suryaprakash Senthil Kumar's current role is AI Software Developer.
What schools did Suryaprakash Senthil Kumar attend?
Suryaprakash Senthil Kumar attended Georgia Institute Of Technology, Ssn College Of Engineering, Agarwal Vidyalaya Matriculation Higher Secondary School.
What skills is Suryaprakash Senthil Kumar known for?
Suryaprakash Senthil Kumar has skills like Matlab, Python, Latex, R (Programming Language, Tensorflow, Opencv, Arduino, Deep Learning, C++, Engineering, Computer Vision, Inkscape.
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