Featured Projects
🔬 Current Research
4G LTE Communication System for Environmental Monitoring
Architecting 4G LTE system for real-time environmental monitoring. Achieving <50ms latency, 98%+ stability, processing 1000+ sensor points/sec.
4G LTE
Raspberry Pi
Python
IoT
Image-to-Sketch Generation using U-Net CNN
Built U-Net CNN achieving 85%+ SSIM score with custom MAE-SSIM loss. Deployed Streamlit app with <2s inference for real-time sketch generation.
Python
TensorFlow
U-Net
Streamlit
Satellite Land Cover Classification
Developed Random Forest classifier with 92% accuracy across 5 land classes. Processed 500+ km² using NDVI, NDWI, NDBI spectral indices.
Python
Random Forest
GEE
Water Body Mapping using NDWI
Automated water body detection using Google Earth Engine and Sentinel-2 data. Multi-temporal analysis for tracking seasonal variations.
Google Earth Engine
Sentinel-2
NDWI