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At Upperthrust Technologies, we offer end-to-end product engineering services for startups and enterprises looking to bring next-gen digital products to market faster. Our scalable product development solutions combine agile methodologies, cutting-edge technologies, and cloud-native infrastructure to accelerate innovation and drive business growth.

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AI-Powered Kidney Health Assessment for Digital Healthcare Innovation

Context:

A health-tech startup aimed to transform traditional pathology by introducing a rapid test for kidney health assessment—offering results in just 3 minutes. The objective was to build a mobile-first solution capable of real-time diagnostics using color-based image analysis, reducing patient wait time while enhancing diagnostic accessibility.

Used Platforms

React Native

Node JS

Mongo DB

Tenserflow JS

Py Tourch

Challenges:

Build an intuitive app that collects urine test sample images via mobile camera
Train an accurate ML model to detect and assess color variations in test strips
Ensure reliable and fast health insights, even on low-resource mobile devices
Display results in a clear, visual format understandable by non-medical users
Integrate a secure, responsive backend to process and store test outcomes

Solutions Delivered by Upperthrust:

Developed a cross-platform mobile health app using React Native for patient accessibility
Trained a custom ML model using TensorFlow.js and PyTorch to:\n – Auto-crop and identify key color zones in images\n – Extract accurate colorimetric data from test strips\n – Return assessments based on kidney health indicators
Built a Node.js + MongoDB backend to manage data workflows securely
Designed a real-time color meter interface with dynamic health indicators and descriptions
Created a fully localized, mobile-first experience optimized for health clinics and home users

Benefits Achieved:

Enabled users to receive AI-powered kidney health assessments in under 3 minutes
Delivered visual, easy-to-understand results via color-coded health meters
Reduced patient wait times and eliminated manual test interpretation
Empowered remote testing with mobile-first diagnostic capabilities
Reinforced Upperthrust’s position as a leader in AI-driven digital transformation in healthcare

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Generative AI (GenAI)

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Dive into Our Collection of Case Studies that Showcase Our Collaborative Successes. Each Story is a Testament to Innovation, Problem-solving, and Strategic Excellence, Reflecting Our Commitment to Turning Challenges into Remarkable Achievements.

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Office no 302 & 303, 46 Downtown,
Pashan - Sus Rd, Baner, Pune,
Maharashtra 411045

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+91 77760 72324

AI-Powered Kidney Health Assessment for Digital Healthcare Innovation

Context:

Used Platforms

Get an Appointment

Related Services

Generative AI (GenAI)

Case Studies

Secure Cloud Platform Modernization – Digital Transformation for Manufacturing & Retail

Cloud Infrastructure Modernization – DevOps Transformation for a Growing SaaS Provider

AR Game Development – Global Gaming Campaign for Consumer Engagement

Order Processing Automation – Leading Consumer Goods Brand

Generative AI (GenAI)

Data Analytics Platform – Digital Transformation for a State Labour Welfare Board

Retail Digital Transformation – Streamlined In-Store Experience for Enterprise Retailer

AI-Powered Kidney Health Assessment – Real-Time Diagnostic Innovation for Digital Healthcare

Social-Driven Food Ordering Platform – Mobile App Development for FoodTech Innovation

Donation Management System – Digital Transformation for Nonprofit Healthcare

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