Abinash Dutta

Chop-Chop-Finance

March 9, 2024 – March 9, 2024

This is your go to finance tab with all the relevant information for your finance decisions.

nasha_riha

March 10, 2020 – December 12, 2022

It is a web app that tries to tackle the issue of access to rehabilitation for people in the world. It brings the functionalities of rehabilitation to you.

Trusted

April 1, 2019 – April 1, 2019

This is a web app made for the online consumers. We all know about the internet shopping frauds that happen today. People in order to sell their product buy people to give good reviews as well as to defame others. To save consumers from all this, the app provides an interface wherein you can give the url of the product you are thinking of buying. The app then, after processing it tells you whether you shoud buy it or not. The implementation is based on the combination of two processes, i.e. fake review detection and sentiment analysis. Firstly, the app scrapes the reviews from the product page and then detects the fake reviews and then on the real reviews it performs sentiment analysis to tell whether to buy the product or not. The Fake Review models firstly has a text feature detector, the output of which is then passed on to a svm classifier. The sentiment analysis model is based on a bag of words and ngram approach. The feature classifier is a 1D conv net. If LSTM or GRU is used , t

UnicoLAB

March 19, 2019 – December 24, 2020

This is a web platform to connect various universities as well as professors based on their research interests as well the proposals that they have submitted. This will help in increased number of collaborations among universities.

machinetranslator

March 12, 2019 – March 17, 2019

machinetranslator — GitHub repository

Google_Stock_Market_Price_Prediction

January 30, 2019 – January 30, 2019

The model here is a RNN model that has been used to predict the stock market prices. This model will be of great help to a beginner to understand and implement a RNN model. The model predicts the stock market values for the next day.

Image-Classification-using-CNN

December 10, 2018 – December 10, 2018

This is a basic CNN model which can help beginners understand and implement a CNN easily. They can use their datasets and change the parameters accordingly. If they have higher computational power, make the network more deep and use k-fold verification and parameter tuning. The k-fold verification and parameter tuning codes are their in the ANN code. Same is used.

Churn-Modelling-with-ANN

December 6, 2018 – December 7, 2018

The model has been implemented using a simple ANN with one hidden layer. This model also has k-fold validation as well as parameter tuning. This is a very basic model for beginners to understand validation techniques, dropout and parameter tuning.

Housing-Prices-in-King-County

September 14, 2018 – September 14, 2018

A Random Forest Regression Model has been built to predict the Housing prices of King County. It has a accuracy of 85%.

Climate-App

March 21, 2018 – March 21, 2018

This app allows you to check the temperature of any location around you.This can be modified to give other parameters of weather as well.