Projects

Gaussian Mixture Model Based Bayes Classifier

· Developed a python based Bayes Classifier that works on the MNIST dataset.

· Applied SciKit Learn’s Variational Gaussian Mixture Model to encode every distinct numerical digit into separate Gaussian objects in the aforementioned model.

· The classifier can identify digits and also generate samples if specified a cluster.

Alcohol Detector System Using a FPGA Board

· Used a MIMAS V2 board and its Spartan 6 FPGA to develop an alcohol detection system.

· Applied an Arduino board to interface the alcohol sensor to the MIMIAS board.

· Programmed the FPGA with VHDL to detect, measure and display levels of intoxication numerically and with LED bars.

Drunk Driving Detection and Engine Shutdown Using an Arduino Board

· Programmed an Arduino board to detect alcohol level in the air.

· Connected a servo to mimic a vehicle, the power to it is cut off, if the alcohol threshold is crossed.

· The board also interfaces with an android app over a Bluetooth module and sends a distress SMS.

House Rental System

· Created an interactive house rental service and designed the entire front end using JavaFX.

· Designed Entity Relations, developed a mySQl database and connected it to the Java script.