Data Quest

A Data Science Blog.

Projects

FrugalKMeans(2015)

Technology: Python,Pandas, Numpy, Scrapy and Google Geo-Coding API
Descp:Restaurants' home delivery route optimizer, using clustering algorithm Bisecting-KMeans and exploratory analysis of the result via plotting and clustering on Google Maps for Lucknow city.
FrugalKMeans-Github

MovieTonight(2015)

Technology: Python, Pandas,Matplotlib, IMDB & OMDb APIs
Descp :A Terminal- Based utility that Recommends movies one should watch based on their movies collection and illustrates movie preferences & other insights via pie-charts & tables
MovieTonight-Github

Froute (2015)

Technology:Eclipse-CDT,‘C’,NetLink,wireshark
Descp:Implemented and integrated Routing Information Protocol (RIP) of a modular virtual router for Linux kernel 2.6+ written in ‘C’.With tweaks in kernel to manually re-implemented routing in Kernel Network Stack.Presented as the Under Graduate Final Year Project.
Froute-RIP_Code-Github

MachineLearningAlgos(2015)

Technology:Numpy,Python,Ipython-notebook
Descp:A python implementation of basic machine Learning algorithms like SVM(SMO),KNN,CART,K-Means,NaiveBayes(spam-mail classifier),decision trees etc.
MachineLearningAlgos-Github

SAEB (2014)

Technology:Eclipse,Java,AWS,Redis
Descp:SAEB is a simple distributed Job Tasker in Java built on a Client-Server architecture to schedule tasks(simple shell scripts) submitted to a Redis job Queue.It uses many worker nodes and a central server(Job Tasker) to distribute the job and complete them.
Note:A naive implementation not much robust

Vmessenger (2014)

Technology: Google Cloud Messaging (GCM) ,Java, Android, PHP, Httpd, Memcache ,S3 ,EC2,RDS
Descp :GCM based android messaging application using 3rd – party public cloud server(Amazon Web services) implemented in PHP backend
Vmessenger-Playstore

Vfriend (2013)

Technology: Java, Android, Facebook SDK.
Descp :An Android based application which graphically illustrates the stats & insights of user’s Facebook social graph using achartlib. Implemented using FQL , Graph API & Facebook Android SDK

Tvaran (2012 & 2013)

Technology: PHP, MySQL ,HTML , JQuery
Descp:Worked with core team to implement User Management Portal as well as Front End for a Tvaran (National Level Sports Fest)with automated Email Signups using SendGrid REST API.