Projects

Simulation of Chord Algorithm, Graduate Team Project, Java, Akka, DHT

Nov. 2017 – Dec. 2017

Implemented load-balancing feature, improvised chord-lookup, consistent hashing (SHA-1), the addition of new nodes and support to add new files on the network.
Simulated for 4,096 nodes on a single machine.

Head Movement Detection, Graduate Individual Project, Python 2.7, OpenCV

Nov. 2017

Detected head movements using Lukas-Kanade Algorithm.
Identified facial region using Haar-Feature based Cascade Classifier with 95% accuracy.

Image Classification for Zener Cards, Graduate Team Project, Python, TensorFlow, CNN

Nov. 2017

Trained and tested the model to classify a particular class of Zener Card.
Optimized the model to achieve the best accuracy of 98.1% and 94% above in other cases.
Implemented the method to generate Zener Cards with random variations.

Simulate Nested Boolean Function and Threshold Function, Graduate Individual Project, Python 2.7, Deep Learning, ANN

Sep. 2017

Trained a single perceptron to simulate the output for Nested Boolean Function or Threshold Function.
Optimized the perceptron to achieve accuracy 90% and above most of the time.

Gedit Plugin - Toggle Content, Graduate Individual Project, Python, Gedit

Sep. 2017

Developed a Gedit plugin to toggle content of the window.
The plugin allows the user to show or hide the content of the window with the keyboard shortcut or via the toolbar option located under the tools section.

Predict Movie Rating Based on Movie Lens Data, Java, MapReduce

Jun. 2017

Predicted top 10 movies based on their number of views.
Predicted top 20 movies based on their average rating with movies having a number of views at least more than 40.

Digit Recognizer, Graduate Team Project, Java, Apache Spark, Machine Learning

May 2017

Identified digits 0 to 9 from handwritten images.
Accomplished using Naïve Bayes algorithm having 82% accuracy, Random Forest algorithm having 89% accuracy, and Decision Tree algorithm having 79% accuracy.

Predicting Yesterday’s Stock Price, Graduate Individual Project, Java, Apache Spark, Apache Kafka

May 2017

Created a streaming data pipeline using Apache Spark and Apache Kafka to predict stock price based on historical data.

AES Key – Encoded in the Machine Readable Zone of a European ePassport, Graduate Team Project, C

Feb. 2017 – Mar. 2017

Simulated AES encryption and decryption algorithm.

Detecting Anomalous Login Behaviour with MapReduce, Graduate Individual Project, Java, MapReduce

Feb. 2017

Implemented an anomaly based detection system for CentOS-6.8 user logins.

Project Planning Tool, Graduate Team Project, Java

Nov. 2016

Constructed console application to optimize utilization of project resources and generate a schedule for the project.
Optimized resource allocation to a project by 50%.

Paste Chart, Graduate Team Project, PHP, MySQL, JavaScript, JSON, XML, XSLT, JSONP

Nov. 2016

Developed a web-app to generate a point, line, and histogram graphs. Also, represented data in XML, JSON format.

Five Thousand Characters, Graduate Team Project, PHP, MySQL

Oct. 2016 – Nov.2016

Designed a web-app to write and read stories.
Listed top 5 most viewed and highest rated stories.

Encrypt and decrypt a text file in an audio File, Graduate Individual Project, Java

Sep. 2016

Built a console application to hide information in an audio file and to extract the hidden information.

Entrepreneurship Club of University of Florida - Web Developer, India

Aug. 2014 – Sep. 2014

Developed website for Entrepreneurship Club of Florida; website provides information regarding diverse speaker series, creative workshops, monthly socials and networking events, and numerous start-up events.

Student Tracking System, Under-Graduate Team Project, JSP, HTML, CSS, JavaScript, MySQL

Aug. 2013 – May 2014

Designed and developed a system to monitor the movement of students within campus area by including a messaging feature to help communicate with students and department chairs.

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