Web-Development Projects
UI Color Palette Website
- This website was inspired by Flat UI, on this website developers can go and get their desired color palettes for future projects.
- Technologies: React.js, Redux, Hooks, JavaScript
Lights-Out Game
- I developed this game trying to mimic classic Lights-Out Game. The Goal of this game is to turn all the block dark. Please go ahead and try to win the game, I hope you have fun.
- Technologies: REACT, CSS-3
Hangman Game
- I developed classic hangman game, the goal is to guess the work right under 6 tries. If you guesses the word wrong under 6 tries then you will fail.
- Technologies: REACT, CSS-3
The RGB Color Game
- In this game I have created a game in which you will be given RBG color value and 3 or 6 color boxes to choose which color is related to the RGB color code.
- Technologies: HTML-5, CSS-3, JavaScript
Patatap Clone
- In this project I tried to simpler version of Patatap using paper.js and incorporated sound with the help of Howler.js. Please visit the website. Enjoy and try to create some cool beats.
- Technologies: HTML-5, CSS-3, Paper.js, Howler.js, JavaScript
YelpCamp
- This is my biggest web-application that I have developed, it is completely functional website where multiple users can come and add information about new campgrounds.
- Technologies: Bootstrap-4, Node.js, Express, MongoDB, JQuery, RESTful architecture, Heroku, Passport.js
AI - ML Projects
Malaria Diagnosis
- In this project we created a CNN model which diagnose malaria from the cell images. We were able to get 99.8% accuracy with our custom CNN model.
- Technologies: Python, Jupyter Notebook, Tensorflow, Convolutional Neural Netwrk
Stock Price Prediction
- In here I predicted the opening stock price using last 3 days open, high, low and volume stock price information.
- Technologies: Python, RNN, GNU, Tensorflow
Human Activity Recognition Using Smartphone
- In this I implemented different boosting algorithms XGBoost, LightGBM, CatBoost etc. CatBoost algorithm is the best algorithm.
- Technologies: Python, SciKit-Learn, CatBoost
Sentiment Analysis of Movie Reviews
- In this project I tried to perform sentiment analysis of IMDB dataset using NLP algorithm(acc-89%) and also using BERT(acc-95%).
- Technologies: Python, Jupyter Notebook, K-Train, NLP, GRU, CNN
Sarcasm Detection
- In here I created a fun project using NLP and online dataset to create a sarcasm detection using LSTM.
- Technologies: Python, RNN, LSTM, Tensorflow, NLP
Shakespeare Poem Generator
- In this I created Shakespeare Poem Generator using Tensorflow and LSTM. For the dataset I am using the entire dataset of Shakespeare to train the model
- Technologies: Python, Tensorflow, LSTM, NLP
Machine Learning Template
- I have created templates of all the Machine Learning Alorithms using SciKit-Learn, Pandas, Numpy etc. I have created and stored the code because i only have to import the dataset to the template and run the code.
- Technologies: Python, Pandas, Tensorflow, SciKit-Learn, numpy
Tensorflow Projects
- I have done multiple cool projects using tensorflow and Deep learning in Image Processing, Natural Language Processing & Time Series Analysis. Here I am attaching link for all of them.
- Technologies: Python, CNN, RNN, NLP, ANN, K-SOM, Time Series Analysis, Transfer Learning