Mitesh Puthran

Speech-Emotion-Analyzer. The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

Image-Caption-Generator. The LSTM model generates captions for the input images after extracting features from pre-trained VGG-16 model. (Computer Vision, NLP, Deep Learning, Python)

Document_Classification. Python code for classification of documents into different classes using machine learning

Shopping-Cart-Spring-MVC-Hibernate-Application. A shopping cart spring-mvc application with hibernate. Application sends user email confirmation on registration and it also gives user to generate their final bill as a PDF with PDF-View.

Food-Wastage-Management. Food Wastage Management: Providing a simpler means of collecting the leftover food from restaurants and distributing the same to those in need

Medical-Record-Analysis-Predictions. Built different models to predict the risk for Prudential Life Insurance to its possible applicants based on their medical history

IMDB_Score_Prediction. Predicting the IMDB scores of movies based on various meta-data available for analysis

Reuters_2012-17_News_Headline_Analysis. Topic-Modelling Reuters news headlines to find topic clusters for the past 7 years using LDA and t-SNE

NYC-Vehicle-Collision-Analysis. Used vehicle collision data from NYC Open Data to analyse various factors for collisions, identifying the vehicle type involved in the crashes and using weather dataset to identify how snowfall and precipitation had caused increase in collisons

Prudential-Life-Insurance-Assessment. Built different models to predict the risk for Prudential Life Insurance to its possible applicants based on their medical history

stanford-cs-229-machine-learning. VIP cheatsheets for Stanford's CS 229 Machine Learning

python_analysis.

IMDB-Database-Modelling-and-Analysis. Modeled sample movie database(IMDB) using Toad Data Modeler, implemented various queries, triggers and stored procedure in MS-SQL, Oracle, Hive and generated Tableau reports for the same

SuperMarket_Optimization. Jupyter Notebook

Analysis-using-Python. Analysis using Natural Language Toolkit(NLTK), Numpy, Pandas and Matplotlib

movie_rating_prediction. Predict movie's IMDB rating

machine_learning_examples. A collection of machine learning examples and tutorials.

MessengerChatbot. The idea behind creating the chatbot is to build a self sustainable program that can be used to interact and take decisions on its own without the human interference. This application will try minimize the waiting time and emotional interference while dealing with certain situations.