I have great passion for Machine Learning and Data Science. I have been working on different machine learning projects using Python and TensorFlow for last 3 years.
I have developed different learning models for both supervised learning and unsupervised learning using artificial neural networks.
Computer programming language, libraries and frameworks:
Python, TensorFlow, Keras, OpenAI Gym, tf_agents, Numpy, Pandas, OpenCV, Scikit-learn, etc.
Algorithms for Deep Learning:
Deep Neural Networks (DNN), Convolutional Neural Networks(CNN), Recurrent Neural Networks (RNN),
Graph Neural Networks (GNN) and Autoencoders
Algorithms for Recommender System:
Collaborative filtering, Content-based filtering and Hybrid filtering
Algorithms for Reinforcement Learning:
Q-learning, DQN, Double DQN, Policy Gradient and Actor-Critic
I have processed large amounts of data using Python and SQL. I can perform data analysis on spreadsheets in Microsoft Excel and can also develop Macro functions using Excel VBA.