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.