Alvie
HealthTech
Involvement
Product Strategy
AI/ML Engineering
Full-Stack Development
Healthcare Compliance
Cloud Architecture
DevOps
Problems
The Clinical Challenge
Cancer patients require consistent, personalised support during treatment to manage physical and psychological health risks, but traditional in-hospital pathways are resource-intensive and lack continuous monitoring between appointments.
The Need for a Scalable Digital Solution
Healthcare providers needed a scalable, compliant digital solution that could deliver measurable health outcomes whilst integrating seamlessly with existing NHS workflows and patient wearable technology.
Solutions
End-to-End Digital Health Platform
Built a comprehensive health coaching platform with real-time symptom tracking, wearable integration (Apple Health, Google Fit, Fitbit), and automated call transcription for clinical insights.
Security, Compliance & Governance
Engineered a secure, GDPR-compliant infrastructure meeting NHS and ORCHA standards, with role-based access for patients, consultants, and administrators.
AI-Driven Clinical Intelligence
Developed an AI-powered expression analysis system to identify patient health indicators during video consultations, enabling proactive risk identification and intervention.
Personalised Care Through Data Science
Created a data science pipeline that generates personalised, risk-stratified health programmes based on continuous monitoring of physical activity, sleep patterns, heart rate, and patient-reported outcomes.
What we did?
Designed and implemented AI/ML models for analysing patient expressions and sentiment during video consultations to support clinical decision-making.
Built native mobile applications with comprehensive health tracking features including daily symptom logs, mood monitoring, to-do management, and progress visualisation.
Developed secure video calling infrastructure with real-time call transcription and integration with consultant scheduling systems.
Created wearable device integrations to automatically sync sleep, heart rate, and step count data for daily, weekly, and monthly health analysis.
Implemented a sophisticated health checker questionnaire system covering cancer stage assessment, physical activity levels, nutrition habits, and psychological wellbeing (distress, anxiety, depression).
Engineered a secure admin portal with data science capabilities for health coaches to monitor patient progress, schedule consultations, and deliver hyper-personalised coaching recommendations.
Key Results & Impact
Tech Stack
React Native
Node.js
Python
TensorFlow
WebRTC
PostgreSQL
AWS
HealthKit API
Google Fit API
Twilio
Docker
Kubernetes
I have worked with Abdeali since starting in my current role and would highly recommend him as a partner. We are a fast moving start-up and Abdeali is playing a crucial role in ensuring our product is able to meet the changing needs of our business. I find him to be an excellent partner, providing a great connection between us and his offshore team with excellent communication skills and dedication. On a personal level it is a pleasure dealing with Abdeali – he has a good temperament with a can-do attitude. He is dedicated and diligent, going the extra mile to take calls, oversee releases or respond to queries even at unsociable hours, and leads his team by example to deliver when he says he will which is really important for me as we have users and customers that depend on this!
Martyn
Head of product and compliance
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