Healthcare & Wellness Technology
Secure, compliant, and patient-focused healthcare systems.
This work spans HIPAA-compliant platforms, clinical workflows, and AI-driven health tools designed for regulated environments and real patient outcomes.
Project details
- CTO / Healthcare Product Lead
- Healthcare & Wellness
- 2019 – 2020
Remote Patient Monitoring Platform
HIPAA-Compliant Real-Time Clinical Monitoring System
This remote patient monitoring platform enables real-time analysis of patient vitals through connected IoT medical devices. Designed for regulated healthcare environments, the system supports continuous clinical oversight while maintaining strict compliance, security, and reliability standards.
The engagement focused on building a scalable, HIPAA-compliant infrastructure that enables early risk detection without increasing clinician workload.
Problem & Opportunity
- Patient vitals are often reviewed reactively rather than proactively
- Manual monitoring workflows increase clinician burden
- Regulatory and compliance requirements slow healthcare innovation
- This created an opportunity to digitize and automate monitoring while preserving clinical-grade security and privacy.
Solution & Execution
- Architected a HIPAA-compliant IoT data ingestion and processing pipeline
- Enabled real-time vitals monitoring with automated alert thresholds
- Designed clinician-centric dashboards for actionable insights
- Implemented secure storage architecture, encryption, and role-based access controls
- Structured the system for scalability across multiple facilities
Impact & Outcome
- Accelerated identification of patient health risks
- Improved clinician response time through automated alerts
- Reduced monitoring overhead without compromising care quality
- Established scalable infrastructure for remote care expansion
What This Demonstrates
- Healthcare-grade IoT architecture in regulated environments
- Compliance-first system design (HIPAA built into core architecture)
- Real-time data processing applied to clinical workflows
- Enterprise platform execution within multi-stakeholder healthcare ecosystems
Project details
- Product & Healthcare UX Lead
- Healthcare & Wellness
- 2019 – 2020
TB App for ICN (International Council of Nurses)
Clinical Decision Support App for Drug-Resistant Tuberculosis Care
This mobile application was developed in collaboration with the International Council of Nurses (ICN) to support nurses managing side effects associated with drug-resistant tuberculosis treatment.
Designed for high-pressure clinical environments, the app delivers structured symptom tracking, evidence-based guidance, and rapid decision support to improve care consistency and reduce preventable risk.
The engagement focused on usability, workflow alignment, and clinical-grade reliability across global healthcare settings.
Problem & Opportunity
- Drug-resistant TB treatments present complex and variable side effects
- Nurses lack centralized digital tools for structured monitoring
- Manual documentation increases error risk and cognitive burden
- This created an opportunity to digitize side-effect management in a way that supports clinical judgment without disrupting workflow.
Solution & Execution
- Designed a nurse-first mobile experience optimized for frontline healthcare settings
- Built structured side-effect tracking flows aligned with treatment protocols
- Integrated quick-reference clinical guidance for rapid decision support
- Optimized interface for low-friction, daily use in resource-constrained environments
- Ensured scalability across international healthcare systems
Impact & Outcome
- Improved consistency in monitoring and documentation of side effects
- Reduced cognitive load for nurses managing complex treatment regimens
- Successfully launched in collaboration with ICN for global distribution
- Strengthened digital support infrastructure for frontline healthcare workers
What This Demonstrates
- Clinical workflow-aligned product design
- Decision-support systems in regulated healthcare environments
- Collaboration with international health institutions
- High-usability mobile architecture for frontline medical professionals
Project details
- Healthcare Product & Delivery Lead
- Healthcare & Wellness
- 2019 – 2020
Technology Rivers – Healthcare Platforms
Enterprise Healthcare Software Delivery Across Regulated Environments
This engagement involved leading the delivery of multiple healthcare software platforms across regulated clinical environments. The focus was on building reliable, scalable systems aligned with medical workflows while maintaining strict compliance and delivery discipline.
The objective was predictable execution within complex healthcare ecosystems where coordination, regulatory adherence, and system integrity are critical.
Problem & Opportunity
- Healthcare technology environments are fragmented and integration-heavy
- Cross-functional misalignment delays delivery
- Regulatory and compliance constraints introduce development complexity
- This created an opportunity to establish structured delivery frameworks that balance speed, compliance, and system reliability.
Solution & Execution
- Led structured healthcare software delivery across multiple platform initiatives
- Aligned technical architecture with real-world clinical workflows
- Established compliance-first development practices across projects
- Coordinated cross-functional teams to ensure predictable release cycles
- Delivered scalable, maintainable healthcare systems built for long-term evolution
Impact & Outcome
- Successful deployment of multiple healthcare platforms
- Improved delivery predictability within regulated environments
- Strengthened coordination between clinical, technical, and operational stakeholders
- Established scalable foundations for continued healthcare innovation
What This Demonstrates
- Enterprise healthcare platform execution
- Compliance-integrated product delivery
- Multi-stakeholder coordination in regulated industries
- Process-driven system architecture and deployment discipline
Project details
- AI Product & Ethics Lead
- Healthcare & Wellness
- 2025
Mental Health Screening (ECQO)
AI-Powered Voice-Based Early Mental Health Assessment
This project involved building an AI-driven mental health screening system powered by conversational voice interactions. Instead of traditional form-based assessments, the platform enables users to engage through natural dialogue, reducing friction and emotional barriers.
Designed as a screening tool — not a diagnostic system — the product emphasizes privacy, emotional safety, and strict adherence to clinical boundaries.
Problem & Opportunity
- Traditional mental health screening tools feel impersonal and clinical
- Text-based assessments fail to capture emotional tone and nuance
- Social stigma reduces user willingness to participate
- This created an opportunity to design a voice-first screening experience that encourages openness while maintaining ethical safeguards.
Solution & Execution
- Developed a conversational voice interface optimized for psychological safety
- Integrated emotion-detection and tone analysis models to enhance contextual awareness
- Designed privacy-first interaction architecture with secure data handling
- Aligned AI behavior with established ethical and clinical guardrails
- Structured the system to clearly separate screening from diagnosis
Impact & Outcome
- Increased user engagement compared to traditional screening formats
- Enabled more natural and candid user responses
- Established a scalable foundation for AI-assisted early mental health assessment
- Built a responsible AI framework aligned with healthcare standards
What This Demonstrates
- Ethical AI deployment in sensitive healthcare domains
- Voice-first conversational system design
- Emotion-aware AI architecture
- Responsible product boundaries within regulated environments