
NICU Monitoring
- Problem: 24/7 care for sick or preterm infants demands significant expertise and resources, but human monitoring alone falls short.
- Solution: Leveraging Computer Vision and IoT for continuous monitoring, sending smart alerts to medical experts during critical events.
- Outcomes: Feasibility analyzed; PoC to be developed.

Real-time Medical Resources Management
- Problem: Hospitals struggle with inventory management due to real-time tracking and accurate supply prediction issues, leading to resource wastage.
- Solution: Smart medical inventory system tracks, analyzes, predicts real-time resources, with auto-reordering.
- Outcomes: Feasibility analyzed; PoC to be developed.

Autoscribe & Auto-prompt for Records & Diagnostic
- Problem: Doctors typing notes during patient consultations is time-consuming and distracting. Important questions might be missed for accurate diagnosis.
- Solution: Voice-to-text device captures doctor-patient conversations, provides key highlights and prompts for critical questions, enhancing accuracy and efficiency.

Birth Defect Diagnostic
- Problem: Inaccurate diagnosis of Craniosynostosis and Plagiocephaly causing delays in optimal care.
- Solution: 3D Photography Based Neural Network triage system for accurate diagnosis.
- Outcomes: Improved accuracy in the diagnosis of Craniosynostosis and Plagiocephaly. Ensuring the right patients receive the right treatment at the right time.

Alzheimer Diagnostic & Prediction
- Problem: Alzheimer’s impacts the lives of many people and is a mounting burden on the healthcare system. Existing diagnostic tests are ineffective in its early detection.
- Solution: An AI-powered app that leverages three vital biomarkers to assist with the early diagnosis of Alzheimer's.
- Outcomes: Created an accessible healthcare solution. Idea awarded AI for Good Scotiabank Center first prize.

Healthcare Data Strategy
- Problem: It is difficult for an organ transplant program to reach potential donors and the organization is missing key data that can enable analysis and AI.
- Solution: Designed a strategy in reaching potential donors, improve the matching process, and collect valuable data.
- Outcomes: Project in progress with the potential to increase live organ donation.

NICU Monitoring
- Problem: 24/7 care for sick or preterm infants demands significant expertise and resources, but human monitoring alone falls short.
- Solution: Leveraging Computer Vision and IoT for continuous monitoring, sending smart alerts to medical experts during critical events.
- Outcomes: Feasibility analyzed; PoC to be developed.

Real-time Medical Resources Management
- Problem: Hospitals struggle with inventory management due to real-time tracking and accurate supply prediction issues, leading to resource wastage.
- Solution: Smart medical inventory system tracks, analyzes, predicts real-time resources, with auto-reordering.
- Outcomes: Feasibility analyzed; PoC to be developed.

Autoscribe & Auto-prompt for Records & Diagnostic
- Problem: Doctors typing notes during patient consultations is time-consuming and distracting. Important questions might be missed for accurate diagnosis.
- Solution: Voice-to-text device captures doctor-patient conversations, provides key highlights and prompts for critical questions, enhancing accuracy and efficiency.

Birth Defect Diagnostic
- Problem: Inaccurate diagnosis of Craniosynostosis and Plagiocephaly causing delays in optimal care.
- Solution: 3D Photography Based Neural Network triage system for accurate diagnosis.
- Outcomes: Improved accuracy in the diagnosis of Craniosynostosis and Plagiocephaly. Ensuring the right patients receive the right treatment at the right time.

Alzheimer Diagnostic & Prediction
- Problem: Alzheimer’s impacts the lives of many people and is a mounting burden on the healthcare system. Existing diagnostic tests are ineffective in its early detection.
- Solution: An AI-powered app that leverages three vital biomarkers to assist with the early diagnosis of Alzheimer's.
- Outcomes: Created an accessible healthcare solution. Idea awarded AI for Good Scotiabank Center first prize.

Healthcare Data Strategy
- Problem: It is difficult for an organ transplant program to reach potential donors and the organization is missing key data that can enable analysis and AI.
- Solution: Designed a strategy in reaching potential donors, improve the matching process, and collect valuable data.
- Outcomes: Project in progress with the potential to increase live organ donation.