L2M QC Spring 2025 | Personalized Daily Rhythm Optimizer (Technohealth): Using wearable sensor data to detect an individual’s biological clock and optimize daily schedules for peak mental performance, relaxation, and recovery.

Canada’s healthcare system is facing growing challenges, including rising costs, overworked providers, and limited access to preventive care. At the same time, mental health disorders and chronic diseases are increasing, often linked to disrupted sleep and daily activity patterns. Despite their impact, these disruptions are difficult to track because they rely on self-reports, occasional doctor visits, and expensive medical tests that are impractical for daily use. As a result, early warning signs are missed, leading to worsening health conditions and higher healthcare demands.
TechnoHealth aims to solve this problem by using wearable device data to improve health monitoring. While smartwatches and fitness trackers already collect valuable information, most systems struggle to turn this data into useful insights. TechnoHealth bridges this gap by integrating data from multiple devices, such as Fitbit and Empatica, and applying artificial intelligence (AI) to detect health disruptions before they become serious.
Our innovation has two key steps. First, TechnoHealth organizes and standardizes wearable data, ensuring consistent and reliable tracking over time. Second, it uses AI to provide personalized recommendations, helping individuals improve their sleep, activity, and overall well-being. Unlike traditional tracking apps that only display raw data, TechnoHealth translates this information into meaningful insights that support both users and healthcare professionals.
We have already tested our system with real data, demonstrating its ability to predict changes in sleep and activity patterns. A prototype mobile app has been developed, providing a foundation for further growth. Through Lab2Market, we aim to refine our solution, ensure compliance with privacy regulations, and explore business opportunities. TechnoHealth has the potential to make healthcare more proactive, reduce strain on the system, and help people lead healthier lives.

Faculty Supervisor:

Paula Lago

Student:

Partner:

V1 Studio

Discipline:

Computer science

Sector:

Health and Related Sciences & Technology

University:

Concordia University

Program: