PhD Researcher
Exploring the intersection of signal processing, machine learning, and remote sensing to solve complex real-world problems. My research focuses on developing innovative algorithms that extract meaningful insights from multi-dimensional data.
Advancing the frontiers of intelligent signal analysis
Developing advanced statistical methods for signal detection, estimation, and analysis in noisy environments. Focus on adaptive filtering, spectrum estimation, and time-frequency analysis techniques.
Designing novel ML algorithms for pattern recognition, classification, and regression tasks. Research includes ensemble methods, feature engineering, and optimization techniques for high-dimensional data.
Exploring neural network architectures for complex signal processing tasks. Work includes CNNs for image analysis, RNNs for temporal patterns, and transformer models for multi-modal data fusion.
Applying AI and signal processing techniques to satellite imagery and geospatial data. Research focuses on land cover classification, change detection, and environmental monitoring applications.
Recent contributions to the field
IEEE Geoscience and Remote Sensing Letters • 2025
Sharing knowledge and inspiring the next generation
I'm actively looking for motivated students interested in signal processing, machine learning, and remote sensing. Whether you're an undergraduate looking for research experience or a graduate student seeking supervision, I welcome inquiries about potential collaborations.
Let's collaborate on exciting research
Department of DSE
Indian Institute of Science Education and Research
Bhopal, India