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Shantanu Deshmukh's Projects

ainltkandsonification icon ainltkandsonification

Using NLTK to read and understand e-books scrapped online. Counting frequency of interactions between people in the book. Creating a website using genetic algorithm using entities(Person, location, timelines, etc.) from the book. Using jython music to sonify images and text data.

crisprvisualiztion icon crisprvisualiztion

An easy, highly interactive and intuitive way to visualize CRISPR arrays on a web page.

imagerecognitionclassificationmutationagent icon imagerecognitionclassificationmutationagent

This script performs multiple tasks, recognizing if an image is a head shot or landscape, classifying images using K-Means and Single Link Hierarchical Clustering algorithm and finally mutating one image into other using genetic algorithm.

intelligentjobsearchinagent icon intelligentjobsearchinagent

An intelligent agent built using python to scrape data from the job websites and finding closest matched job for the search key using tf-idf vectorization and KNN algorithm. Furthermore, using Llyod's algorithm to cluster the jobs.

knn icon knn

kNN algorithm implementation in Python with graphical analysis

obama-timeline icon obama-timeline

Collaborative project for CS235- Visualization of obama's social media post

tensorflowmobilityaid icon tensorflowmobilityaid

Android application using tensorflow to detect obstacles and text to speech conversion to pronounce loudly the detected obstacles as an attempt to assist the visually impaired..

websitecreatorgeneticalgo icon websitecreatorgeneticalgo

This python script creates a website from a .txt file by recognizing entities(person, location, organization, etc.) from the file, searching and downloading those entities's information and creating a website out of it using genetic algorithm.

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