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Deepanshu Singh
Deep Learning Compiler-GPU, Qualcomm | IIT Gandhinagar | AI Accelerators | On-device Machine Learning |
About
Deepanshu Singh is a passionate Machine Learning Engineer with expertise in Deep Learning Compiler-GPU, AI Accelerators, TVM, Speech Enhancement, and a strong focus on model development from scratch for various vision and speech-related applications. With over 3.11 years of relevant experience, Deepanshu has a keen interest in going deeper into the very unit level of Deep Learning architectures. Deepanshu has a strong knowledge and expertise in Generative networks, supported by his first in the industry GAN architecture bgenie-GAN. Currently, he is working with the machine learning compiler design team for low power AI accelerators at ceremorphic. Prior to this, Deepanshu has worked as a Sr. Computer Vision Engineer and Computer Vision Engineer at spyne. He has a Master of Technology degree in Signal processing and Machine Learning from the Indian Institute of Technology Gandhinagar. With a tech stack that includes ML, AI, Research Scientist, Deep Learning, GAN, and Computer Vision, Deepanshu is a highly skilled professional with a passion for innovation. He is driven by the desire to make a positive impact in the field of Machine Learning and is always looking for new challenges to overcome.
Education Overview
Companies Overview
• qualcomm
• ceremorphic
• spyne
• inspired automation future technologies
Experience Overview
4.3 Years
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Experience
Skills
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Algorithms
architecture
architectures
Artificial Intelligence (AI)
Deep Learning
Deep Neural Networks
Deep Neural Networks (DNN)
Design
GAN
Generative Adversarial Networks
Generative Adversarial Networks (GANs)
Glow
Hardware
Image Forensics
Image Processing
Keras
Machine Learning
Machine Learning (ML)
MATLAB
Matlab
Neural Networks
Object Recognition
OpenCL
Python
Python (Programming Language)
Recurrent Neural Networks
Recurrent Neural Networks (RNN)
TensorFlow
TVM
Vision
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