Parkinsonian Tremor Modeling & CNN-Based Severity Classification
- Developed a neurorobotic simulation model to replicate Parkinsonian tremor dynamics.
- Implemented a Closed-Loop Deep Brain Stimulation (CL-DBS) control framework.
- Built a signal processing and feature extraction pipeline for tremor analysis.
- Designed and trained a CNN model for automated tremor severity classification.
- Integrated and validated the system within a robotic simulation environment (iCub, ROS).
Technologies: Python, TensorFlow, ROS, Gazebo, MATLAB
Wireless Tele-Operated Surveillance Robot
- Designed and developed a remotely operated mobile robot for hazardous environment surveillance.
- Integrated wireless communication systems for real-time video streaming and remote navigation.
- Implemented motor control logic and sensor integration for stable movement and obstacle awareness.
- Led end-to-end system integration including mechanical assembly, embedded programming, and electronics interfacing.
- Conducted performance testing and troubleshooting to improve stability and response time.
Technologies: Arduino, Embedded C/C++, Wireless Modules
Automated Conveyor-Based Product Sorting System
- Engineered an industrial automation prototype for automated weight detection and product counting.
- Integrated load cells and IR sensors for real-time classification and object detection.
- Developed microcontroller-based control logic for decision-making and actuation.
- Optimized system accuracy and processing efficiency through calibration and testing.
- Collaborated in system design, prototyping, and deployment phases.
Technologies: Arduino, Sensors & Actuators
Autonomous Obstacle-Avoiding Mobile Robot
- Built an autonomous robotic platform using ultrasonic sensors for real-time obstacle detection.
- Developed and implemented obstacle avoidance algorithms based on dynamic sensor inputs.
- Programmed motor control and sensor fusion logic using Arduino.
- Performed iterative hardware testing to improve navigation accuracy and stability.
Technologies: Arduino, Embedded Programming