I got my Masters degree in Computer Science from University of Pittsburgh. I am currently working as a Software Engineer at Amazon Inc.
Samanvoy Panati
12440 Alameda Trace Circle, Apt 2036
Austin, TX, USA - 78727.
(412)519-4288
Masters in Computer Science • May 2016
Some courses: Algorithm design, Operating systems, Principles of database design, Human computer interaction, Machine learning, Database management, Artificial intelligence
Bachelor of Technology in Computer Science • May 2014
Some courses: Design and analysis of algorithms, Compiler design, Data structures, Web development, Computer architecture, Software engineeing
MPG is a prototype implementation of an experimental platform for evaluating item recommendation algorithms. It provides a diverse set of recommendation better aligned with user preferences. A paper published on this project can be accessed here. A demonstration can be found here.
Databases, php, html5, css, javascript, jQuery
Developed an android app which can be used in smart watch for reading text. It uses spritzing technique along with three feed forward mechanisms to improve the reading comprehensibility of the user.
Android development, Research
Developed a swipe keyboard with a special right click feature to reduce the number of incorrect predictions and thereby decreases the error rate. A Demo can be found at here.
Java development
Individual project in which based on the ratings of a limited number of persons on limited number of movies, we predict the best rating a person would give for a wide variety of movies which can be used for recommendation as it is done in Netflix. This project was done using Matlab and different machine learning techniques like k nearest neighbors, stochastic gradient descent; Singular Value Decomposition and SVD++ were used.
Machine Learning, Matlab
“Mini-Google” is a simple search engine which retrieves the documents relevant to the simple search queries submitted by users. This search engine is implemented using two different platforms. The first platform uses socket-based client-server communication using a traditional file system and the second one uses MapReduce and Hadoop running on a Linux cluster.
C, C++, Hadoop
Developed an android app named SOS which helps a person in danger by discretely sending out a distress signal to his friends.
Android Development
