Not only super talented, they are also a fun group of people to work with as well. They helped us with ideation, implementation, support and beyond.
Built a ChatGPT-Style AI Bot for Personalized Health Insights
HealthReel is an innovative digital health platform that provides virtual health assessments using AI-driven algorithms and NASA-licensed technology. The platform analyzes body composition, metabolic health, and potential health risks based on a short video submission, delivering personalized reports and recommendations in under two minutes.
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3x
increase in user engagement
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60%
faster data interpretation
Application Development
Conversational AI
Conversational AI
DevOps
DevOps
Digital Transformation
Digital Transformation
Support and Maintenance
Support and Maintenance
Application Development
“The team’s AI expertise was instrumental in bringing our vision to life. Their ability to integrate AI seamlessly into our platform made a significant impact, and we appreciate their dedication and professionalism.”
Testimonial_
Femi Devin Ayanbadejo
Founder
The Challenges_
The Challenges
HealthReel generated detailed health reports that provided insights into body composition, metabolic health, and potential risks, along with personalized recommendations for fitness and wellness. However, users had to interpret these reports on their own. This posed the following challenges for the users:
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While users received detailed health reports, the platform lacked an interactive way to help them interpret their results or get answers to follow-up questions. From body composition data and metabolic guidance to wearable metrics and general health queries, users needed real-time, contextual support. Without it, they often turned to external sources or relied on limited manual customer service, leading to fragmented and inconsistent user experiences.
Solution _
The Solution
To address these challenges, we developed a scalable, ChatGPT-style AI-powered health bot, enabling real-time personalized wellness insights and a seamless user experience.
Get the full case study
[1]
AI-Powered Health Assistant Development
We built an advanced conversational AI assistant designed to interpret user health data, provide context-aware responses, and support multi-step conversations on topics such as nutrition, fitness, weight management, and preventive healthcare. The bot leverages OpenAI’s open-source health data to ensure evidence-based insights, helping users make informed health decisions.
[2]
Real-Time Health Data Processing & Analysis
Using Node.js and Python, we developed a backend system capable of processing real-time health metrics from assessment reports. The AI assistant analyzes user data, generates customized health recommendations, and provides risk assessments related to weight management, cardiovascular health, and metabolic function, offering tailored insights for long-term wellness planning.
[3]
Scalable, Cloud-Based Infrastructure
To ensure high availability, seamless performance, and secure access, we deployed the AI assistant on AWS Lambda, allowing for on-demand scalability as the user base grows. The system supports secure, HIPAA-compliant data processing for sensitive health information while maintaining low-latency AI responses for real-time interactions. Additionally, AWS Cognito was implemented for user authentication, ensuring secure login management, multi-factor authentication (MFA), and role-based access control, safeguarding user data and privacy.
[4]
Enhancing User Engagement and Decision-Making
With the AI-powered assistant, HealthReel users can now receive instant, personalized health insights, engage in interactive conversations on diet, exercise, and supplementation, and access detailed risk assessments for long-term health management. The chatbot's responsive, user-friendly interface enhances daily app engagement, improving retention and overall user experience.
The Results
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3x
increase in user engagement
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60%
faster data interpretation
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40%
improvement in user retention
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2x
faster health assessments
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30%
reduction in onboarding time
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4x
increase in personalized recommendations
Words from our customers
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Dependable and Reliable. I have total confidence that whatever we're working on - you guys (team Code District) will be able to pull it off very smoothly.
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Dependable and Reliable. I have total confidence that whatever we're working on - team Code District will be able to pull it off very smoothly.
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One of the things that I really appreciate about Code District is that they work with you front stage in discovery sessions to help understand your needs and your requirements.
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Code District's agility and ability to respond quickly to our requests are among their biggest strengths. They delivered what they committed.
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They followed through on every single thing that they said they would, which made our working experience all the more seamless.
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The team at CD epitomizes thoroughness and critical thinking in everything that they do which ultimately reflects in the work they do.
Technology Stack
Book your 30-minute
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Tell us what you're working on. We'll tell you what's possible straight, no fluff.
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Sales and General Inquiriessales@codedistrict.com
We were live and our platform was having difficulty supporting a simultaneous number of users. They saved the day with their solid grip on architecture level solutions.
Patrick McGuire
Director IT
Recognitions & Credentials _
