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Amit Kumar
NVIDIA | Generative AI Thought Leadership | Stanford University | IIT Guwahati | Architecting Generative AI & LLMs across the Industries | Activities on LinkedIn are personal in nature
About
Amit Kumar is an experienced technologist with 12 years of experience and a proven track record in AI/ML. He is currently a Senior Enterprise Architect Deep Learning, Reinforcement Learning, Statistical Learning at NVIDIA, where he helps enterprises build end-to-end accelerated machine learning and deep learning training, inferencing, deployable, continuous learning pipelines at NVIDIA's end-to-end AI stack. Amit is an inventor of six patents in domains like AI, Deep Learning, Computer Vision, 3D printing, and Industry 4.0. He was also one of the founding members of HP Data Science team, where he hired and mentored top talent. He led the team on challenges in building NLP-based customer support agent assistant, ML Lifecycle and MLOps - development to production, Predictive device health, AI-based solutions for Industry 4.0 solutions such as ensuring print quality in 3D printing, assembly line optimization using machine learning. Amit's specialties include Deep Learning, Machine Learning, Natural Language Processing (NLP), ML System Design, ML pipelines, Computer Vision, and Image Processing. He is a skilled professional with a Bachelor of Technology in Electronics and Communication Engineering from the Indian Institute of Technology, Guwahati, and is currently pursuing a degree in Management Science and Engineering from Stanford University. Amit has a diverse tech stack that includes Deep Learning, Reinforcement Learning, Senior Software Engineer, ML, AI, NLP, Computer Vision, Data Scientist, Image Processing, and Software Engineer. He is an active LinkedIn user, and his activities on LinkedIn are personal. Amit has relevant experience of 12.70 years, making him a valuable asset to any organization looking to leverage AI/ML technologies.
Education Overview
• iit guwahati indian institute of technology guwahati
Companies Overview
• nvidia
• hewlett packard
• efi
• seastar labs
• airwatch
• hp rd hub bangalore
• tu braunschweig
• indian statistical institute
Experience Overview
14.4 Years
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Experience
Industries Manager Solutions Architecture and Engineering
nvidia | Bengaluru, Karnataka, India
2024 - Present
Senior Enterprise Architect Generative AI, Deep Learning ,Reinforcement Learning
nvidia | Bangalore Urban, Karnataka, India
2021 - 2024
Expert Architect - Data Science, Machine Learning, Deep Learning, Statistical Learning
hewlett packard | Bangalore Urban, Karnataka, India
2017 - 2021
Skills
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3D Printing
Accelerated classical machine learning
Accelerated classical machine learning
AI for autonomous driving
AI for autonomous driving
AI for digital twins
ai for healthcare
AI for heathcare
ai for HPC
AI for Industry 4.0
AI for predictive maintenance
AI for robotics
Algorithms
architecture
Artificial Intelligence (AI)
Autonomous Vehicles
Avatars
AWS SageMaker
C++
Computer Vision
Convolutional Neural Networks (CNN)
Customer Support
Data Science
Data Scientist
Deep Learning
deepstream
deepstream
Design
digital twin
digital twins
Generative AI
GPUs
Image Processing
ISAAC
Language Modeling
language models
Large Language Models (LLM)
Large language models (LLM)
Leadership
Machine Learning
Machine Learning (ML)
MLLM
MLOps
modulus
monai
Multi modal Large language model
Natural Language Processing (NLP)
nemo
Neural Networks
Nvidia Avatars
nvidia clara
NVIDIA cuDNN
Nvidia drive
Nvidia Isaac
Nvidia modulus
Omniverse
Omniverse
optimization
physics informed neural networks
Predictive Analytics
Predictive Modeling
Python
Python (Programming Language)
Pytorch
Rapids
Recurrent Neural Networks (RNN)
Reinforcement Learning
riva
Robotics
Senior Software Engineer
Solution Architecture
Statistical Data Analysis
System Design
Tensorflow
tensorRT
Time Series Analysis
Triton
triton inference
triton inference
Vision
Contact Details
Email (Verified)
amiXXXXXXXXXXXXXXomMobile Number
+91XXXXXXXX02Education
iit guwahati indian institute of technology guwahati
Bachelor of Technology - BTech
2006 - 2010
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