• Signal compression techniques

• Advanced Microcontroller (ARM)

• VLSI for Signal Processing

• Microcontroller and Embedded Systems

• Digital Signal Processing

• Signals & Systems

• Digital Electronics

• Artificial Intelligence

• Data Structure and Algorithms

• Object-Oriented Programming

Thesis

• A novel approach for EEG channel selection and disease classification. (ongoing)

• A transformer-based waste classification in the open (2024-25). 

• Comparative study of classification models for multiclass BCI using EEG signals (2020-2021-II).

• Comparative study of feature extraction for multi-class BCI using EEG signals (2020-2021-II).

• Video surveillance (co-PI, 2021-2022-I).

Projects

• Capstone project: IoT-based Smart-bin for efficient waste collection and management (2024-2025).

• Capstone project: PCOS detection and its web-based platform (2024-25). 

• EMG-based channel selection (2020-2021-I).

• EEG-based hand movement classification (2020-2021-I).

• Brain Alzheimer detection (2020-2021-II).

• EEG-based emotion recognition (2020-2021-II).

• EEG denoising (2021-2022-I).

• Schizophrenia detection (2021-2022-I).