Programming
Python, Git, OOPs, Data Structures, Algorithms, SQL, Web services, Backend Development, NumPy, TensorFlow, Keras, PyTorch, Pandas, OpenGL, Matplotlib, Flask, PostgreSQL.
Deep Learning - CNNs & LSTMs
Pridicting if the vehicle is in a collision course using a series of images moments before it happens built in TensorFlow.
Swarm Robotics
A mini robotic system using OpenCV, Contour Segmentation, Clustering and Swarm Behavior Planning in Python.
Reinforcement Learning - Double Q learning
An agent to perform overtaking action using Double DQN based CNNs which takes images as input built using TensorFlow.
Building intelligent agents for OpenAI gym explained using the concepts from the movie TENET.
Predicting if the vehicle is in a collision course using a series of images moments before it happens built in TensorFlow.
An Image classifier to identify whether the given image is Batman or Superman using a CNN with high accuracy. (Without using Dogs Vs Cats, From getting images from google to saving our trained model for reuse.)
An attempt to understand Reinforcement Learning, the first step towards general AI with the help of an Italian Plumber.
