Machine Learning from Disaster

I implemented a comparative analysis technique to predict the survival chances of passengers on Titanic.

We also developed R code for pre-processing, feature selection and used different machine learning models to compute mean output.

Website Fingerprinting using Apache Spark

We implemented the classification of encrypted data packets using Naive Bayesian, Decision Tree and Random Forest classifier using Spark's MLlib library.

We collected the data using Sniffer code into the Apache Kafka.

We developed a Scala program using Spark's Streaming library to consume the data packets and apply different classifiers.

Arrow ExpertConnect

I administered a project named ExpertConnect which helps potential employees of the company to communicate with the HR team using Skype for business API.

I designed the UI of the application using AngularJs, Bootstrap to make it visually appealing for end users.

Worked on core front and back end technologies like AngularJs, jQuery, HTML5, Spring framework and MongoDb.

Secure VoIP using SIP Protocol

Developed an application firewall using Ozeki VoIP SIP SDK open source to provide authentication at every step while establishing SIP phone call.

Implemented RTP, TLS, SIP encryption for the session to prevent attacks such as Eavesdropping, Man in the middle, Call tampering.

The noise reduction feature is implemented in Ozeki VoIP SDK in the Audio Quality Enhancer class, which is a media handler.

Digitally certified PBX Authenticated Certificate is provided for client application which protects the server from getting access to unauthorized users.

Online Book Exchange(Rent-Sell-Ex)

We devised a web application for a book exchange store where users can sell, rent or exchange any kind of books they want.

We also implemented features like contacting the seller, adding books to wish list, searching for books etc.

Technology used: MySQL, HTML5, JavaScript, jQuery, AJAX, CSS3 (Bootstrap), PHP.

Airline Reservation System

I engineered an application designed to give users an online flight reservation system with features based upon a proper GUI.

I also designed and implemented features like 'Flight Search', 'Seat Availability', 'Fare Information' and 'Passenger Manifest'.

I enabled the search feature to explore over 3000 flights and show results with upto 2 connecting flights.

Technologies used: MySQL, HTML5, JavaScript, jQuery, AJAX, CSS3 (Bootstrap), JSP.