Ongoing Projects
Current research and development initiatives
Research
3D Hand Reconstruction from Single RGB Images
Enhancing 3D hand reconstruction accuracy from single RGB images, focusing on complex hand interactions and obscure regions by utilizing keymaps of hand joints with self-attention layers.
Quantum Computing for Signal Processing
Exploring quantum computing algorithms for efficient signal processing applications, with a focus on noise reduction in electrical signals.
Development
LLM-Based Travel Recommendation System
Developing an advanced recommendation system that leverages large language models to provide personalized travel itineraries based on user preferences and constraints.
AI-Enhanced Circuit Design
Developing an AI system that can optimize electronic circuit designs for power efficiency and performance based on specified constraints.
Testing
Embedded Systems for Smart Agriculture
Creating low-power embedded systems for agricultural monitoring, including soil moisture, temperature, and crop health tracking with wireless data transmission.
Publishing
Multi-Modal Skin Cancer Detection
Extending the skin cancer detection model to incorporate multiple data modalities including dermoscopic images, patient history, and genetic markers for improved accuracy.