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Name: Harish Ganesan

Type: User

Bio: University at Buffalo - Computer Science - AI Specialization - - Actively seeking full-time opportunities.

Location: New York, USA

Harish Ganesan's Projects

autoencoder-mnist

Classifying hand written digits from MNIST dataset using autoencoders in a deep network.

automatic-robot-design-mcdpl

Building a land based rover with a catalogue of 4 main types of parts : Batteries, Chassis, Robotic Arm, Motor.

celeb-face-classification-tensorflow

Classification on Celebrity Face dataset into two classes - those who wear glasses and those who do not.

eda-using-cdc-data

In this project, we create 5 charts in R using ggplot2 package, using data from the CDC website regarding the Flu Epidemic in the United States.

Using twitter data, we map out the areas within the continental USA which have higher number of mentions of flu related topics. We then compare this to the actual flu map of the CDC and compare the two, and check if our hypothesis was validated.

laplacian-blob-detector

A program to generate blobs around areas of similar colour, texture, etc in an image

library-management-oop

A fun school project I did for managing books and accounts in a Library. Done using OOP concepts in C++.

logistic-regression-and-svm-on-mnist

This project aims to classify handwritten digits from the MNIST dataset using Logistic Regression as well as Support Vector Machines.

mediumeditor

MediumEditor using Materialize

mnist-classification-neuralnets

This project classifies handwritten digits from the MNIST dataset, using Neural Networks.

music-mood-classification

This project classifies music into various moods, using several musical features.

news-article-classification-using-spark

Built a data pipeline in Spark using MLlib to classify news articles into different categories with accuracy 94% among 3 models :

peer-grading-system

This is a peer grading system with UI written in Java Swing, and unit test cases.

regression-in-python

Implementation of various types of Regression natively on a sample dataset.

reliable-transport-protocols

Implemented Alternating Bit Protocol and Go Back N Protocol

robot-localization

Project using Robot data to localize the robot's current position.

scene-classification-model

A model to classify 8 different scenes, namely: library, computer room, art gallery, garden, ice skating, mountain, ocean and tennis court

stitching-images

Stitch two images together using RANSAC for Homography and fundamental matrix estimation.

street-sign-recognition-system

Built a model that classifies 5 different types of traffic-signs with 91.2% accuracy using MATLAB.

summarunner

The PyTorch Implementation of SummaRuNNer

wordcloud-from-hadoop

Created word clouds in d3.js by using articles from New York Times and tweets from 3 topics using Hadoop Map-Reduce to analyze word frequency usage and word co-occurance

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