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Daniel Amirtharaj's Projects

ar-lock icon ar-lock

Augmented Reality Authentication Mechanism that allows users to authenticate themselves by interacting with a virtual keypad (involving no touch and only by moving the phone).

big-data-analysis icon big-data-analysis

Aggregated data from Twitter, New York Times and Common Crawl, applied a big data analytic method (Hadoop MapReduce) on data obtained, and built a data visualization product with Tableu.

deep-q-learning icon deep-q-learning

A program to train an agent on a simple tile based environment using deep Q-networks (Neural Networks and Q-learning) and a program to train an agent to play the Breakout ATARI game.

edge-point-line-circle-cursordetection icon edge-point-line-circle-cursordetection

Programs to detect edges in Images using the Sobel filter, detect points using the Laplacian kernel, detect lines and circles using the Hough transform and detect cursors using template matching.

handwriting-analysis icon handwriting-analysis

Programs to recognize MNIST, USPS digits using Neural Networks, SVM and Random forests, and to compare handwriting samples to determine if it were written by the same person on the CEDAR datasets.

imagesegmentation-clustering-morphologicalprocessing icon imagesegmentation-clustering-morphologicalprocessing

Programs to detect clusters in data using GMM and compressed images (Color Quantization) using k-means clustering methods, detect bone fragments in an X-ray image using Segmentation and de-noise binary images using Morphological Image Processing.

orderedmulticast icon orderedmulticast

Implemented a multicast protocol that allows users to multicast messages to other devices on a network, in an ordered fashion ( FIFO and total orderings), with failure handling on Android.

pintos icon pintos

Improved Multi-threading capabilities (with priority scheduling) and User Program execution in the PintOS kernel.

secretdocs icon secretdocs

Android Augmented Reality application that uses Google's ARCore to display documents (using pre-generated markers) based on User credentials and permission levels.

simpledynamodb icon simpledynamodb

Implemented a Dynamo-style key-value storage with Partitioning, Replication, and Failure handling, that provides Availability and Linearizability at the same time across multiple Android devices.

social-unrest-prediction icon social-unrest-prediction

Developed a location based predictive model to forecast occurrences of riots and protests in various Indian cities, (with a minimum lead time of 2 days) using data mined from Twitter and News sources.

software2.0-letor icon software2.0-letor

A program to show differences between Software 1.0 and 2.0 programming approaches using Neural Networks and a data-driven ranking program (LeToR) with Linear regression and Radial Basis Functions.

twython icon twython

Actively maintained, pure Python wrapper for the Twitter API. Supports both normal and streaming Twitter APIs.

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