Goal-oriented, accomplished, motivated learner, highly regarded for designing, planning, administrative, and problem-solving skills obtained from more than 4 years of academic and professional experience relevant to the Artificial Intelligence and Machine learning. Demonstrated experience leading and delivering Data & Analytics projects: from requirements and data analysis to data modeling and design, development and deployment of Advanced Analytics solutions.
Goal of this project is to used the random piano music files and composs the new piano tunes out of it using LSTM seq to seq model.
Use Generative Adversarial Neural Network to construct fake hand written digits by training discriminator and generator
Aim of the project is to understand the optimization of perticular function and how it reaches to global minima because various optimizers are used in training of ML algorithms. So, it is important to understand math behind in it.
Mathematics is fun! Fourier Transformation is widely used in signal processing and this mathematical concept can be used to create something beautiful like paintings.
Use SARSA:Reinforcement Learning algorithm to develop the environment in which multiple agents can be train to perform certain tasks. Here two agents(green) are trying to reach their destination at the same time
Deep Q-learning gives amazing results in training of Atari games. Here I have used OpenAI gym environment to train the Pac-man.