Naman Doshi
Predicting Churn (the right way!) ☠️

Churn method that actually optimizes the business objective and improves ROI.

Classifying Customer Queries 📱

Using BoW (Bag of Words), Hashing Vectorization, Linear SVC & PCA to classify whether a query is urgent or not.

Screening ML resume using SpaCy 📋

Parsing PDF to extract keywords and using SpaCy's phrase matcher to count the occurences & finally plot it using matplotlib.

Trader Idenfication Model (TIM) 👥

One of the biggest problem in Indonesian eCommerce is purchase of discounted goods online by the traders and resale of those goods offline. TIM classifies the above mentioned Traders from legitimate customers.

Scorey.ai 💯 Featured on TDS!

Scraping, aggregating and assessing technical ability of a candidate based on publicly available sources.

Emolyzer 😬

Real-time sentiment analysis on tweets using Python, Flask-API, Gunicorn, Tweepy & TextBlob

Predicting University Acceptance 😲

Based on GRE score, GPA and Rank of a student, let's predict whether a student will get admitted or rejected using machine learning

Learning Data Science by doing it 💪

Repository of all (almost!) important machine learning algorithms

US Airline Performance ✈️

Built a classification model on dataset from 1987 – 2008 that predicts whether a flight will be delayed or not along with feature selection, data visualization.

Baemax - AI Healthcare assistant 👽

A web app that takes in user voice input/ health queries and generates health tips developed using Python, Node and NLP Parser.

Predicting Insurance Policy 📓

A simple machine learning model to predict probable policies to customers.

Tableau EDA Repository 📊

Hands on EDA with Tableau.

Telegram Weather Bot 👾

Bot that gives you weather updates on Telegram.

Emotional News Aggregator 💜

Using Aylien API, this is a simple web app that aggregates news based on a sentiment