I love to code 👨🏻‍💻

🤖 Humanoid AI Walker

• Developed a Humanoid AI agent that learned to walk by learning to control its 17 joints without any given data.
• Implemented the proximal policy optimization algorithm for the agent using PyTorch.

👀 Skim Unstructured Litrature Abstracts

• Unstructured abstracts can be hard to read. When the abstract contains more than 50 sentences, it is difficult to extract just the required information.
• Developed a web app that highlights only the sentence predicted as a user’s section of interest in such abstracts using neural networks.
• Reduced 90% of the time required to extract only the required information from such abstracts.

Blog - REST API

• Developed a REST API with CRUD functionalities that handles user registration and authentication, and allows users to create, view, edit, and delete blog posts.
• Programmed the API in python using FastAPI and Postgres database.

🪨🧻✂️ Rock Paper Scissor AI

• Developed an online rock paper scissors game to play against an active learning AI.
• Implemented the Markov model in JavaScript to predict a player's current move only based on their previous move.
• The AI will start to win more rounds by learning the players pattern by active learning, as the player plays more rounds. Try it out!

💃 Neural Style Transfer

• Developed a Generative Adversarial Network (GAN) to copy the style of an image to another image.
• Programmed the GAN in python using pytorch.