mharish2797
SDE at Amazon Web Services | USC Grad | Computer Programmer | Machine Learning Enthusiast
Seattle, WA
Pinned Repositories
Binary-Search-Tree-Phonebook
Simple Phone book implemented using Binary Search Tree Data structure in C++
Commuter-Pass
Android application for commuters to book and renew bus(or)railway pass.
Computation-Service-using-gRPC
Built a Computation service comprising of several micro services that communicated using gRPC APIs such as Unary, Server streaming, Client streaming, Bidirectional streaming. Leveraged features like Interceptors, SSL Security, Error Codes, gRPC Reflections and Deadlines in the service.
Data-Mining-Algorithms
This repository contains Data Mining algorithm based applications.
DNN-Text-Classifiers
After the advent of convolutional and recurrent neural networks, the content based intelligent classification is being given high priority. But the biased feature learning by recurrent networks and window restricted feature learning by convolutional networks restrict the performance of these networks. In this project, three variants of deep learning based text classification system for combining the convolutional and recurrent networks in parallel manner that overcomes their individual limitations is proposed. We also propose a novel activation function Inverse Exponential Linear Unit (IELU) that allows the network to learn more features in comparison with traditional activation functions like Rectified Linear unit and Exponential Linear unit. The throughput of the system is analysed by considering a variety of datasets and performance metrics into consideration. It has been inferred that all the three parallel architectures have higher performance when compared with the existing classification systems. Also, our IELU performs better than the widely used activation functions in text classification application.
Find-my-friend
Android application to track the location of friends using Google Maps API
Product-Search-Android-application-Ebay-API
Android App for E-commerce through eBay APIs. Incorporated features like filtered search, auto-completion, animations, Google’s custom search, Facebook sharing.
Product-Search-Web-Application-Ebay-API
Designed a Web Application for E-commerce through eBay APIs [Angular – frontend, Node.js - backend]
Song-Clustering-using-Locality-Sensitive-Hashing
Performed K-Medoids songs clustering using Locality sensitive hashing as the distance metrics. Employed Map-Reduce technique to process millions of songs and cluster them based on lyrics similarity. Gained insights regarding the relationship among song attributes like lyrics, genre, year released and artists.
Wikifier-based-on-Wikipedia-concepts
Wikifier can be used mainly to annotate documents using relevant wikipedia concepts.
mharish2797's Repositories
mharish2797/Find-my-friend
Android application to track the location of friends using Google Maps API
mharish2797/Binary-Search-Tree-Phonebook
Simple Phone book implemented using Binary Search Tree Data structure in C++
mharish2797/Commuter-Pass
Android application for commuters to book and renew bus(or)railway pass.
mharish2797/DNN-Text-Classifiers
After the advent of convolutional and recurrent neural networks, the content based intelligent classification is being given high priority. But the biased feature learning by recurrent networks and window restricted feature learning by convolutional networks restrict the performance of these networks. In this project, three variants of deep learning based text classification system for combining the convolutional and recurrent networks in parallel manner that overcomes their individual limitations is proposed. We also propose a novel activation function Inverse Exponential Linear Unit (IELU) that allows the network to learn more features in comparison with traditional activation functions like Rectified Linear unit and Exponential Linear unit. The throughput of the system is analysed by considering a variety of datasets and performance metrics into consideration. It has been inferred that all the three parallel architectures have higher performance when compared with the existing classification systems. Also, our IELU performs better than the widely used activation functions in text classification application.
mharish2797/Wikifier-based-on-Wikipedia-concepts
Wikifier can be used mainly to annotate documents using relevant wikipedia concepts.
mharish2797/AntiTheft-Alarm
An Android application that uses proximity sensor and safeguard mobile from theft.
mharish2797/Bus-tracker-application
Android application to track local buses using cloud services
mharish2797/Car-routing-using-MDP-Reinforcement-Learning
A Car routing algorithm using Markov Decision processes like Value iteration and Policy iteration to avoid obstacle collisions.
mharish2797/Internetless-Mobile-Tracker
An Android application to track remote mobile devices without internet
mharish2797/Leave-Management-System
Android application to enable employee to issue leave request and employer to grant/reject the request using cloud services
mharish2797/Product-Search-Android-application-Ebay-API
Android App for E-commerce through eBay APIs. Incorporated features like filtered search, auto-completion, animations, Google’s custom search, Facebook sharing.
mharish2797/Computation-Service-using-gRPC
Built a Computation service comprising of several micro services that communicated using gRPC APIs such as Unary, Server streaming, Client streaming, Bidirectional streaming. Leveraged features like Interceptors, SSL Security, Error Codes, gRPC Reflections and Deadlines in the service.
mharish2797/Data-Mining-Algorithms
This repository contains Data Mining algorithm based applications.
mharish2797/Product-Search-Web-Application-Ebay-API
Designed a Web Application for E-commerce through eBay APIs [Angular – frontend, Node.js - backend]
mharish2797/Song-Clustering-using-Locality-Sensitive-Hashing
Performed K-Medoids songs clustering using Locality sensitive hashing as the distance metrics. Employed Map-Reduce technique to process millions of songs and cluster them based on lyrics similarity. Gained insights regarding the relationship among song attributes like lyrics, genre, year released and artists.
mharish2797/All-in-All
All the basic features needed in the mobile are brought in to this app
mharish2797/Digit-Recognition-Neural-Network
Neural network to recognise MNIST digits using back propagation
mharish2797/FreeRTOS-Game-Application
Simple logical gaming application Nim developed in C for Real Time Operating Systems
mharish2797/GitCommands
A File containing a list of git commands
mharish2797/hac_img
mharish2797/Hierarchical-image-clustering
Clustering images into folders using Hierarchical clustering based on RGB data
mharish2797/memorize
UNMAINTAINED. PHP implementation of the SM2 spacing algorithm.
mharish2797/Minesweeper-in-C-
Simple Minesweeper Game in C++ language
mharish2797/PersonalProfile
mharish2797/Resource-Allocation-using-Min-Max-algorithm-Adverserial-Search
Allocated resources to two contentious organisations based on a set of factors by mutating the Min-Max algorithm to maximise the utility value of the respective organisations
mharish2797/Solr-News-Search-Engine
News Search Engine using Apache Solr, Tika and Lucene
mharish2797/Windows-appsample-trafficapp
A traffic monitor app sample for the Universal Windows Platform (UWP) .