Protecting Elder Independence Through Accountable Family Care
DoseTrack was conceived not as an abstract productivity tracker, but as a practical clinical safety net for elderly parents and grandparents managing multiple prescription therapies each day.
The Geriatric Polypharmacy Reality
Why standard smartphone alarms and generic reminder apps fail our elderly family members.
Polypharmacy Overload
Seniors over age 65 typically take between 4 and 9 distinct daily prescription medications across staggered schedules (fasting morning, post-lunch, bedtime). Complex pill regimens create confusion and anxiety.
The "Dismiss & Forget" Habit
Standard smartphone alarms allow single-tap silencing. An elderly parent will dismiss an alert while walking to the kitchen, get sidetracked by a household chore, and leave critical medication unconsumed.
Double-Dosing Hazards
When seniors cannot remember if they already took their blood pressure tablet or insulin dose, the fear of missing a dose leads to dangerous accidental duplicate consumption.
The Cognitive Alertness Challenge
How solving two simple arithmetic puzzles bridges the gap between alarm perception and physical pill intake.
Prefrontal Cortex Activation
Solving basic arithmetic (addition and multiplication) shifts the brain out of passive auto-pilot. By requiring conscious engagement, the user becomes fully alert to their surrounding environment and physical task.
Intentional Medication Confirmation
Because the alarm continues chiming until the math challenges are verified, the user is directly focused on the screen, which displays the exact medication name, dosage, and food instructions.
Calibrated Cognitive Load
Puzzles are designed to be accessible yet intentional (such as 28 + 19 or 7 x 5). They do not cause frustration, but are sufficiently engaging to prevent accidental dismissal during grogginess.
Cross-Generational Care Coordination
DoseTrack unifies the household while respecting the personal autonomy of each relative.
The Primary Admin Caregiver
Families designate an anchor caregiver (such as an adult daughter or son). The Primary Admin can update biometrics, enter new prescriptions, verify schedules, and inspect adherence records across all connected relatives.
Shared Transparency Tab
The "All Family Medications" view lists every member alongside their active therapies. Anyone in the household can glance at the board and confirm whether grandparents took their mid-afternoon supplements.
Individual Personal Dashboards
Each family member signs in with their dedicated username and password. Their personal view highlights their own schedule, adherence percentage, and recorded biometric profile.
Reliable, Lightweight Tech Stack
Engineered for swift deployment on Render with minimal resource overhead and maximum reliability.
Python FastAPI Backend
Fast, asynchronous RESTful endpoints with Pydantic type validation, session management, and deterministic prescription analysis algorithms.
Semantic Vanilla Web Layer
Clean HTML5, modular CSS3 custom properties, and modern Vanilla JavaScript without heavy frontend framework bloat or hydration penalties.
Web Audio API Synthesis
Synthesized audio tones generated natively in the browser without external sound file downloads or network latency delays.
Detailed About & Methodology FAQs
In-depth technical and clinical inquiries regarding DoseTrack.
The AI intake parser accepts prescription text, discharge summaries, or doctor notes. It extracts medications, frequencies, and special food instructions, allowing caregivers to import regimens directly into their member profile with one click.
Yes. DoseTrack groups multiple medicines by timing categories (Morning, Afternoon, Evening, Night). When an alarm sounds, all associated pills for that scheduled time window are displayed.
Registration requires basic identification (first name, second name, gender, age, username, and password). Immediately upon login, an onboarding modal collects secondary clinical indicators (weight, height, blood group, doctor, and initial medications).