How BabyFM combined software,hardware and AI efficiently

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About project

Temperature and medication tracking software with a hardware tool for babies

BabyFM is a temperature and medication tracking tool for new parents created by medical experts. It combines software, hardware, and AI that offer real-time information about changes in temperature and medication intake. With its help, parents can easily keep track of their baby's health at all times.

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Challenge 1

The clients wanted a software solution compatible with a hardware device for collecting data

Challenge 2

The solution had to combine a user-friendly design with health metrics

Challenge 3

The solution had to support all the data the hardware collects

Project preview

Mobile application

A mobile application with a modern design that ensured a steady connection and data flow from the hardware proved as the best solution. It also provided room for adaptability and satisfied user’s need.

Friendly user interface

We designed the user interface in a modern and friendly way. It is easy to navigate and displays all the important data simply. This helps users feel calm and easily access important data.


Backend architecture ensures uninterrupted data transfer. It embraces aesthetics and data efficiency while guaranteeing scalability. This way the app presents all the relevant data and updates the parents.

The Result


Latency for database sync


Events handled every second

The result was a functional and user-friendly app with a steady connection to the hardware device. The software presents an efficient solution with real-time updates and notifications. It provides valuable health insights that allow parents to access important information anywhere easily. Because of its unique approach and functionality, the solution was patented and hundreds of parents use it every day.

Visual results

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Visual result

Key Features

Multiple profiles

This feature allows parents to track information for multiple children.

Therapy management system

This feature helps parents track medication intake for their children. An alarm system reminds parents to administer medication on time.


When a child's temperature rises, parents can record the actions they took to reduce it, like medications they used. This can help them inform doctors if they need to seek medical attention.

Personal pharmacy

All the medications are listed here with descriptions, dosages, guidelines, and additional information needed. Parents have an overview of medication and can always access all the data. They no longer have to call the pharmacy or their pediatrician if they forget anything.

Two themes

The app has a dark and a light mode. Parents can change it according to their needs and preferences.


Step by Step

Development step 1


The project was challenging from the beginning because the software solution had to be combined with the hardware device. Their connection had to be stable and reliable. This is why we tested all of our initial ideas and prototypes.

Development step 2

UX Research

The design was tailored to meet the needs of parents. About 20 parents participated in the process and gave their comments and suggestions during this research phase. We took time to understand their needs and potential fears. Based on their feedback we created user personas, user flow, and a user journey map that ensured an intuitive experience for all.

Development step 3

Style Guide

The style guide ensured a visually attractive interface. Two themes - light and dark with blue and purple as main colors accommodate users' needs. The illustrations, fonts, and colors create a calm environment.

Development step 4


With the design, we aimed to make the app appear easy to use and also present important data. By following the style guide we made the UI look friendly. The design followed user stories and turned features into visual elements that calm and guide parents through the app keeping in mind the importance of precision and sensitivity of the data.

05Software Architecture and Development

During development, we focused on scalability and functionality. This is because the connection between the hardware device and the app had to be steady. Our software architecture and the technologies we used ensured the stability of data transmission.

The hardware device uses BLE technology and acts as a beacon, emitting signals to the app. The app collects the data and responds to temperature changes with alarms. This way users are always notified on time.

For our database infrastructure, we chose NestJS with PostgreSQL for efficient data storage and management. We implemented an offline-first approach and integrated WatermelonDB for offline data saving. It syncs to the backend every 5 minutes. This improves data reliability. We also collected data for the ML classification model.

The app itself was developed using React Native. The expo development environment allowed integration with Android and iOS platforms. This made the user-friendly experience better and maximized reach and accessibility for different users.

Design and DevelopmentDesign and Development
Development step 6

Testing and Collecting Users' Feedback

We tested the reliability and accuracy of the mobile application and hardware device several times. Beta testing was done in partner clinics and we paid special attention to this phase. After the launch users’ feedback helped us improve the app and the overall experience even more.

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Created by experts in the medical field this modern solution helps new parents. BabyFM combines software, hardware, and AI to monitor and record the two most important parameters in early development - temperature and medication. It allows real-time updates that make parents’ lives easier. Read more and learn how we made this unique solution function effortlessly in the homes of users everywhere.


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