Projects

FeedMe

A Smart Food Cluster developed using IoT device sensors and Intel Edison

Developed a new IoT based food delivery medium using an Android application with Google App Engine as backend.
Used Weave to communicate to a Brillo board (Intel Edison) via App Engine to control the smart cluster.

This FB messenger chatbot interacts with the user whenever it is prompted (by the user).
Parses the location of user (can override with any location). Based on this, it gives a suggestion of 10 possible places to visit based on the ratings of the places fetched using the Google Places API.
Google’s Travelling Salesman Route is used to plot the best possible path to visit all the places and return back to the same point.

This Distributed Hash Table is implemented using akka actors.
Along with computation of finger table entries and dynamic departures were simulated.
Dynamic building of finger tables for 100000 node departures/joins with an overall activity of 4000+ queries/sec.

Designed a distributed system using spray-can framework and akka actor model that simulates Facebook server.
Re-engineered API interfaces to be more secure using public key encryption, digital signature and AES encryption.

Large Scale Object Recognition Using Deep Learning

Built and trained a neural network to recognize 80+ object classes using 328,000 images with Caffe & py-faster-rcnn.

Implemented P2P model dynamic server client system in java.
A client requests/sends information from/to bootstrap server to download the content or to distribute its chunks.

An akka-actor based network implementation that micmics a distributed sensor topology.
Gossip protocol is used for information propagation. This is used for rumor propagation (E.g.: Start of a wild fire) in real life.
Push-Sum protocol is used for aggregation analysis in a sensor network. This efficient solution was able to simulate one lakh nodes on a single quad core machine.
Calculated convergence rates in sparse topologies like line and 2D grid and dense topologies like star and 3D grid.

A distributed multi-core implementation of mining for bitcoins using SHA-256 hash of randomly generated strings.