Projects

Quantity is the journey to quality

Multi Modal Chatbot

llava-phi3 model

Streamlit

Ollama

A Multi modal chatbot made using llava-phi3 model, pulled locally using Ollama. The UI is made using Streamlit.

Multi Layer Perceptron

Python

Pytorch

graphviz

A Multi Layer Perceptron made from scratch, the implementation is similar to Pytorch. Implemented backpropagation and gradient descent algorithms.

Face Mash 2.0

C++

HTML

Bash

Inspired by Mark Zukerberg's Face Mash, I made a shell script to download html pages of provided urls. Implemented a html parser in C++ to download the images from the links provided in the html.

SolGPT

Solana web3

JavaScript

A ChatGPT plugin used to interact with the Solana blockchain. It can access the account balance, NFTs owned and transaction history provided a public key.

ChatrBox

React.js

MongoDB

socket.io

Express.js

A chat app inspired by Whatsapp, made using MERN stack and containerized using Docker. The application is deployed on AWS EC2.

SkillSync

MongoDB

React.js

Express.js

Recoil.js

A course selling app, made using MERN stack and using Recoil.js for state management.

PyPredict

Python

Numpy

Pandas

The model uses historical stock price data to train polynomial regression models and predict future stock prices. The models' accuracy is evaluated using R-squared values.

RSA Encryption

Python

Implemented a simple encryption and digital signature scheme using Python. The code defines a set of functions that allow a user to encrypt and decrypt messages, generate individual keys for encryption, and create digital signatures for messages using a public-private key pair.