HumanCount: Advanced Crowd Monitoring with Wellness Detection

• Technologies: Faster-RCNN, YOLO, PyTorch, FastAPI, TensorFlow, OpenCV
• Enhancements: Developed a dual-purpose system integrating crowd density analysis with emotional and physical wellness detection, utilizing advanced computer vision and AI algorithms for real-time insights.
• Impact: Pioneered public safety and wellness monitoring solutions, offering critical data for urban planning, event safety, and mental health awareness campaigns.

MaizeFolioID: Precision Agriculture for Maize Health

• Technologies: InceptionNet, VGGNet, Streamlit, HuggingFace Hub, TensorFlow, Docker
• Enhancements: Engineered a robust image recognition application tailored for detecting foliar diseases in maize, incorporating deep learning models for accuracy and Streamlit for user-friendly access.
• Impact: Revolutionized agricultural disease management, significantly reducing crop losses and increasing yield for small to large-scale farming operations.

LoanMe: AI-Enhanced Loan Eligibility Assessment

• Technologies: LightGBM, Flask, Scikit-learn, Pandas, NumPy
• Enhancements: Created a predictive financing solution employing machine learning to evaluate loan eligibility, emphasizing ethical AI to promote financial inclusion and prevent bias.
• Impact: Transformed the lending process for financial institutions, offering a scalable tool that improved risk assessment and supported fair lending practices.

Workers Register: Enhanced Workplace Security through Facial Authentication

• Technologies: FastAPI, AES Encryption, OpenCV, TensorFlow, Face Recognition API
• Enhancements: Implementing a comprehensive facial authentication system for secure workplace access, integrating cutting-edge encryption for data protection and utilizing AI for accurate, real-time identity verification.
• Impact: Elevated corporate security measures and operational efficiency, providing a seamless and secure method for employee verification and access management.

BreedsMaster: Comprehensive Pet Recognition and Wellness App

• Technologies: Vision Transformer (ViT), Transformer-based models, TensorFlow, PyTorch, FastAPI, Docker
• Enhancements: Building an innovative app for pet breed identification and wellness insights, using state-of-the-art AI to offer detailed pet care information, behaviour analysis, and health symptom detection.
• Impact: Helps foster a deeper understanding and bond between pet owners and their pets, contributing to improved pet care and early detection of health issues.