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.