Web Developer

Binita Mandal

Binita K. Mandal

Projects

Skills

Technologies that I have worked with so far

ReactJS

Python

MySQL

HTML5

CSS3

Github

Git

Netlify

Heroku

Tableau

Power Bi

Streamlit

Microsoft Office

Analytic Thinking

Problem Solving

Fast Learner

Dynamic

My Projects

Below you will find the projects I have worked on.
These projects include both Web development and Data Science projects.

Hover over the images to view details :-)

Ecommerce Website

Django / SQL / HTML / Bootstrap / CSS

Source Code

The website displays products. Users can add and remove products to/from their cart while also specifying the quantity of each item. They can then enter their address and choose Stripe to handle the payment processing.

Social Media Website

Django / SQL / HTML / Bootstrap / CSS

Source Code

This is a social network website built on Django Framework, that allows users to post short text-based messages. The users of this application can follow other users to see their posts or unfollow them to stop seeing their posts.

Poll Application

Django / HTML / Bootstrap / CSS

Source Code

This Application is a web-based platform built using the Django framework that allows users to create, vote, and view the results of polls. The application supports multiple polls creation by different users, with various types of questions, including multiple choice, and open-ended questions.

Todo Website

Django / SQL / HTML / Bootstrap / CSS

Source Code

A todo website designed to be responsive and mobile-friendly built using the Django framework is a web application that allows users to manage their daily tasks and organize their work. The website provides a user-friendly interface for adding, editing, and deleting tasks, as well as setting deadlines and reminders for them.

Chatbot

Pickle / Scikit / NLTK / Tensorflow / Keras

Source Code

Chatbot made in Python using Natural Language Toolkit Especially Machine Learning which represents the natural evolution of a Question Answering system leveraging Natural Language Processing (NLP). From a technological point of view, easy to Understand and Implement.

Fraud Detection

pandas / sklearn / matplotlib / joblib / keras

Source Code

Finding the fraudulent in Health Care Insurance Claim. Acquiring f1 score of 83 %.

Email Template

Python requests / Beautiful soup

Source Code

Detecting the nearest email template required by the user based on the key words specified by the them.

Clustering, Crime Dataset

pandas / scitkit-learn / matplotlib / numpy / MinMaxScalar

Source Code

Finding the optimal number of clusters. Minimizing distortion Creating and analyzing the elbow curve.

Survival Analytics

pandas / lifelines / scitkit-learn / matplotlib and numpy

Source Code

Analysis on uninterrupted period of months in which an individual was unemployed/associated with frictional unemployment.

Text Mining, twitter data

pandas /nltk /spacy /tweety /worldcloud /tokenization /TFidfVectorizer /Porterstemmer

Source Code

Fetched customized and labelled positive/negative twitter dataset using API of Virat Kohli. Predicted comments using tokenization.

EDA on TMDB Movies

pandas /numpy /data wrangling /Ipythondisplay /matplotlib

Source Code

Explanatory analysis on movie dataset

Bank Note Authentication

matplotlib /seaborn /scitkit-learn /missingo /confusion matrix /ensemble techniques /SVM

Source Code

Inspected and cleaned dataset using Python.

Best 3 agents

pandas /numpy /matplotlib /seaborn /re

Source Code

The project is based on finding the best 3 agents working for real estate company, based on their continuous follow-ups with client.

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