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Below are some Projects by Mehul, have a look at them.

Currently working on StoriesWithMehul.

Donors Choose Dataset:

A model that categorised whether applied project will be accepted or not to raise funds. Thus, solving a real- world problem.

Implemented:

Implemented K- NN, Logistic Regression, Decision Tree, Naïve Bayes, SVM, Random Forest and XGBoost to find XGBoost provides high accuracy. Although with slight loss of Accuracy and AUC, Logistic Regression gives results much faster.

Role:

Worked solely on it.

View Source

Donors Choose Dataset Clustering:

The task at hand is to Cluster the records in the dataset and find similar patterns.

Implemented:

Implemented K- means, DBSCAN, Agglomerative Clustering to understand data’s behaviour.

Role:

Worked solely on it.

View Source

Boston House Price Dataset:

Regression task to predict the price of houses in Boston using Boston Housing Dataset.

Implemented:

Implemented Custom made SGD Regressor and compared it with Scikit Learns SGD Regressor with Square Loss and Linear Regression.

Role:

Worked solely on it.

View Source

Haberman’s Survival Dataset EDA:

Performed basic EDA to find littler insights in the data.

Implemented:

Performed basic Data Analysison on Haberman’s dataset.

Role:

Worked solely on it.

View Source

Amazon Fine Food Review Analysis:

An analysis that categorised the given reviews from Amazon Fine Food Review Dataset to Positive and Negative. Thus, helping the company to solve the problem of Sentiment Analysis.

Implemented:

Implemented K- NN using Word2Vec and Bi- gram over language Python.

Role:

As a Team Leader, balanced the schedule and development of the project.

View Source

ChangeMaker:

Enter the bill amount and cash given by the customer and know minimum number of notes to return.

ChangeMaker View Source

Song- recommendation App:

Below is a basic Song- recommendation web- application by Mehul. Go check it out to find some amazing songs from different genre.

🎵 Song-recommendation View Source

Emoticon- says:

Are you confused what an emoji means, click on the Link below to know more.

Emoticon-says View Source

Klingon Translator- The Alien language

Let's translate English- language to Klingon.

Klingon- Translator View Source

The Banana language Translator:

Translate English- language to Banana language.

Banana Translator View Source

Do you know Mehul?

How well do you know Mehul? Answer the below quiz to find out.

Do you know Mehul? View Source

Memes- Show End- game:

Answer some basic questions on Indian Memes and Shows to find out how well are you into them.

Memes- Show End- game View Source

Palindrome Birthdate:

Enter your birthdate and we will tell you if your birthdate is a palindrome.

Palindrome Birthdate View Source

Fundraiser:

A Fundraiser is dummy Web application developed to raise Funds across various Domains, implemented using HTML and CSS, Bootstrap, J2EE 8 and Oracle 11g.

Implemented:

Front- End, Back- End and Middleware developer.

Role:

As a Team Leader, developed the core working of the system.

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