Course projects
Machine learning Projects
Performance Evaluation of Different Machine Learning Frameworks for Facial Expression Recognition.
Michigan Neighborhood Clustering.
Embedded System Projects
Laser injection attack detection (Skills: Embedded software programming, Python, Google voice hat)
● Collaborated with a team to hack voice controlled smart devices using laser.
● Developed a real time laser attack detection system on voice controlled smart devices demoed on a raspberry pi 3.
Voice activated autonomous robot (Skills: Embedded software programming, Python, Audio processing) [link]
● Developed a Jetson Nano robot that responds to 4 voice commands (“left”, “right”, “go” & “stop”).
● Captured & analyzed microphone sensor input (voice steam) in real time and google speech-text API is used for text conversion to control the actuators.
● Achieved an accuracy of voice recognition of 98.77% using the Levenshtein Distance algorithm.
Others
CAN Bus Security Survey.
Server-Client Based Web System CRC-15 Checker.
Simulation of CSMA/CD protocol using python language.
Single Source and Single Destination Shortest Path Using Dijkstra Algorithm in Networking System.