Research Projects

Developing a novel cuffless blood pressure monitoring system specifically designed for elderly care applications.

• Designing custom embedded hardware integrating pressure sensors and microcontrollers
• Implementing advanced signal processing algorithms for physiological data analysis
• Training and optimizing machine learning models for accurate blood pressure estimation
• Conducting validation studies to ensure clinical-grade accuracy and reliability

Conducting research on autonomous quadrotor systems with emphasis on Coverage Path Planning (CPP) algorithms for environmental monitoring applications.

• Developing optimal and efficient UAV path planning solutions for comprehensive area coverage
• Implementing algorithms for real-time air quality monitoring using autonomous aerial systems
• Testing and validating navigation strategies in simulation environments
• Optimizing flight paths for maximum coverage with minimal energy consumption

Undergraduate Thesis Research (Manuscript in process for publishing)

Co-developed SignSpeak: A Camera-Free Wearable System for Real-Time Sign Language Recognition using a CNN-LSTM Architecture.

• Designed a custom hardware stack integrating pressure sensors, IMUs, microcontrollers, eliminating the need for a camera
• Collaborated on hardware and software integration using smart sensors and AI to deliver real-time, camera-free gesture recognition
• Implemented deep learning models for accurate gesture-to-speech translation
• Developed real-time signal processing pipeline for sensor data analysis
• Created user interface for seamless interaction and translation display

Developed an Arduino-based wearable device that translates hand gestures into English text and audio using flex sensors.

• Validated circuit schematics via Proteus simulation
• Implemented real-time data processing to display translations on an LED interface
• Enhanced communication accessibility for sign language users

Designed a device that allows wireless transmission of modulated signals of choice in real-time.

• Achieved transmission range covering radial distance of approximately 100-120ft
• Enabled seamless communication in classroom/lecture room environments
• Implemented signal processing for reliable wireless audio transmission

A terminal-based e-commerce application built in C, designed for NSU students, faculty, and administrative users.

• Simulated a bookstore system where users can log in as admin or customer
• Implemented different operations including searching, modifying, and purchasing academic items
• Developed user authentication and role-based access control
• Created inventory management system with real-time updates