This page is an extensive list of all projects which I have completed, all of whose source codes are available online. In case you want to talk to me about any of my projects or host an idea of improvement for any, feel free to mail me or send me a message. All of my contact details are available at my Contact Me page.
Machine Learning Projects
Building a TF-IDF Vectorizer from scratch
This project takes a cleaned dataset of strings and vectorizes them using one of the most commonly used numerical statistic for word vectorization, term frequency - inverse document frequency or popularly known as TF-IDF. No existing library like scikit-learn has been used in this.
| Blog | Github |
Image Recognition Projects
Predicting the type of art using CNNs and FastAI (Accuracy = 94.7%)
This project predicts whether a type of art is a drawing, a sculpture, an iconography, an engraving or a painting by reading 9000 images over all these categories.
| Blog | Github |
Data Analysis Projects
Manchester United Data Analysis #1 : How did the new managers perform?
This project gives a detailed insight on how David Moyes, Louis Van Gaal and Jose Mourinho performed at the club when they became managers in their respective seasons taking into account the number of wins and losses during each season of their stay.
| Blog | Kaggle | Github |
Exploratory Data Analysis on Haberman’s Cancer Dataset
This EDA project gives a comprehensive overview of a famous Cancer Survival dataset found on Kaggle. The dataset contains cases from a study that was conducted between 1958 and 1970 at the University of Chicago’s Billings Hospital on the survival of patients who had undergone surgery for breast cancer.
| Blog | Github |
Gender Demography on covers of Time from 1923-2013
This data visualization project gives an overview on how the gender fairness was maintained or neglected by Time, one of the most popular media magazines in recent times, on the cover pictures of their issues over a period of 80 years, since their advent.
| Blog | Kaggle | Github |
Tweet Sentiment Analyzer
This project portrays sentimentally analyzed tweets over a Leaflet map, when fed with a hastag. Tweets are fetched live, given a polarity value and mapped via different color codes with respect to the polarities.
| Blog | Github |
Analysis on freezing and thawing of Lake Mendota
Lake Mendota is the northernmost and largest of the four lakes in Madison, Wisconsin. This project charts how the freezing and thawing of the lake happened over a period of 80 years.
| Chart |
Python Projects
Wordmaster
An intelligent word-info proider which can do the work for you about finding anything about a word.
| Blog | Github |
IMDb Search Automation
Automatically redirects you to the IMDb page of a movie or a TV show by two clicks.
| Blog | Github |
Automatic Email Sender
A simple Python script which can send emails from your email ID to anyone, with authorization.
| Blog | Github |