A health inventory app built on regulations and fragmented drug data using AI framework.

Medihome

·

2025

Overview

Situation

I started this solo side project in early 2026.

Situation

I started this solo side project in early 2026.

Problem

People open a box and can't remember what it's for. No app lets you search your own meds by what they treat.

Problem

People open a box and can't remember what it's for. No app lets you search your own meds by what they treat.

Challenge

I navigated French health data laws and worked around fragmented EU drug APIs with inconsistent coverage across products.

Challenge

I navigated French health data laws and worked around fragmented EU drug APIs with inconsistent coverage across products.

Disciplines

I covered product strategy, UX design, design system, and AI-augmented dev.

Disciplines

I covered product strategy, UX design, design system, and AI-augmented dev.

Impact

Scan to full product info in under 3 seconds, connected to 15,800+ drug references. Now testing real demand with a live landing page.

Impact

Scan to full product info in under 3 seconds, connected to 15,800+ drug references. Now testing real demand with a live landing page.

Overview

Process

Outcome

View Process

Approach

From a design hypothesis to a value proposition

I couldn't find an app that lets you search your own meds by what they treat. Market research confirmed the gap: existing apps focused on reminders or prescriptions, none on inventory. I shaped a value proposition around one idea: scan a barcode, get the full picture of what you have and what it does. Then prototyped the core flow to test if it held up.

Validate desirability through a landing page

I built a landing page before the product to test whether I could explain the value in one scroll. Early feedback shifted the direction: positioning felt too medical, but testers saw value for supplements and niche cases. I changed the language from "health app" to "inventory tool for your cabinet." The page is live with analytics. If nobody signs up, the idea stops here.

Adapting to health data rules and limited APIs

French health data laws require explicit consent, data export, and deletion rights. I built the compliance layer from day one: consent screen, audit trails, account deletion. On the data side, EU drug APIs are fragmented. Some products return full composition and contraindications, others almost nothing. Inconsistency kills trust faster than missing features, so I scoped phase 1 to verified fields only and deferred rich data to phase 2.

Outcome

Key results

Ongoing project. The core experience works. Whether it retains users beyond initial setup is the next hypothesis to test.

  • Working web app with barcode scanning, official drug database lookup (15,800+ references), and symptom-based navigation

  • Scan to full product info in under 3 seconds on a mobile connection

  • Full privacy compliance: consent screen, data export, account deletion, audit trails

  • Landing page live, positioning adjusted based on early feedback

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Ivan Bonin

©2026

Ivan Bonin

©2026

Ivan Bonin

©2026