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followers: 5.0 following: 2.0 repos: 47.0 gists: 0.0

Name: Ravi Yadav

Type: User

Company: General Motors

Bio: Iā€™m Ravi Yadav, currently working as Artificial Intelligence Scientist at General Motors. I believe in non-linear and continuous learning.

Twitter: raviy0807

Location: Dublin, Ireland

  • šŸ‘‹ Hi, Iā€™m Ravi Yadav, currently working as Artificial Intelligence Scientist at General Motors. I believe in non-linear and continuous learning.
  • šŸ‘€ Iā€™m interested in AI ethics domain, bringing interpretability to the systems, design methods for AI applications, Federated Learning and Vision Systems.
  • šŸŒ± Iā€™m currently learning computational photography, Optics, and Color Science for improving the Autonomous Driving systems.
  • šŸ’žļø I am not biased towards a particular method, branch of science or AI sub- domains. Iā€™m happy to collaborate based on what problem you are trying to solve and how it will make system smart and scalable.
  • šŸ“« Feel free to reach out to me [email protected] [ For Research Collobration within scope of GM ] and [email protected] [ Any work outside scope of my current company ].

Few of the quotes, in-which I believe in:

''' Some people look for a beautiful place. Others make a place beautiful. '''

''' Our choice determines what to learn and what to leave. '''

Ravi Yadav's Projects

adaptive-text-mooc icon adaptive-text-mooc

This website is developed as a coursework for the "Adaptive Application" module in Trinity College Dublin.

advancedml icon advancedml

Reading list for the Advanced Machine Learning Course

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

cpp-project icon cpp-project

This repository contains the project as part of the company interview process.

dali icon dali

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

data-visualization icon data-visualization

This repository contains the code for the assignment of Data Visualization module in Trinity College Dublin.

data-visualization-amcharts icon data-visualization-amcharts

This repository contains visualization of CO2 emission by top 10 countries. The code was written as part of module Data Visualization in Trinity College Dublin.

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

django icon django

The Web framework for perfectionists with deadlines.

doep icon doep

Online Examination Portal

editor icon editor

This repository contains the files used to implement a text editor

intro_to_deep_learning_coursera icon intro_to_deep_learning_coursera

The goal of this course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural language understanding. The course starts with a recap of linear models and discussion of stochastic optimization methods that are crucial for training deep neural networks. Learners will study all popular building blocks of neural networks including fully connected layers, convolutional and recurrent layers. Learners will use these building blocks to define complex modern architectures in TensorFlow and Keras frameworks. In the course project learner will implement deep neural network for the task of image captioning which solves the problem of giving a text description for an input image. The prerequisites for this course are: 1) Basic knowledge of Python. 2) Basic linear algebra and probability.

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