Under the Hood of
TryBreathing.org
A serverless health-tech platform delivering clinically verified respiratory protocols and AI-driven personalized assessments.
The Purpose: Why TryBreathing Exists
The Problem:
Noise vs. Neuroscience
The wellness industry is saturated with pseudoscience, mysticism, and unverified "gurus" teaching breathwork. When an individual is experiencing acute anxiety, a panic attack, or chronic stress, they don't need vague spiritual advice—they need immediate, biologically sound interventions.
Simultaneously, highly effective respiratory protocols utilized by clinical psychologists, pulmonologists, and peak-performance coaches are often scattered, poorly documented, or locked behind expensive clinical visits. There was no centralized, trusted standard for autonomic nervous system regulation.
The Mission:
Physiology Over Mysticism
TryBreathing.org was built to cut through the noise and democratize access to clinical respiratory science. The platform serves as an open-source, data-driven directory that treats breathing not as magic, but as a mechanical lever to manually override the human nervous system.
By demanding a "Verified Standard"—requiring techniques to be backed by peer-reviewed literature or clinical precedent—the platform creates a safe, reliable environment for users to learn how to actively shift from a sympathetic (fight-or-flight) to a parasympathetic (rest-and-digest) state.
The Impact:
Why It Matters
- Biological Empowerment: Provides users with free, accessible tools to directly improve their Heart Rate Variability (HRV), Vagal Tone, and CO2 Tolerance (BOLT score), giving them literal control over their physical and emotional baseline.
- Digital First-Responder: Through its integration with the Need You Here Foundation's AI chatbot and national crisis lifelines, the platform bridges the gap between preventative breathwork and acute crisis intervention (24/7 support).
- Clinical Collaboration: Creates a dedicated portal for medical professionals to review, verify, and contribute to the protocol directory, continuously bridging the gap between the medical community and the general public.
System Architecture
Serverless AI Pipeline
Architected a serverless API route utilizing the Google Gemini 2.5 Flash model to process user biometric data (BOLT scores, interoception metrics). Engineered strict prompt constraints to force the LLM to return validated, mathematically slugified JSON, instantly mapping user data to the correct clinical technique.
Event-Driven Payments
Integrated Stripe Checkout for monthly platform sponsorships. Built a secure, event-driven webhook endpoint using the Firebase Admin SDK to verify Stripe cryptographic signatures and automatically upgrade user database privileges to "active sponsor" without manual intervention.
Multi-Tenant RBAC
Designed a secure, multi-tiered dashboard ecosystem. Utilizing Firebase Authentication synced with Firestore user documents, the application dynamically routes and restricts access across three distinct user personas: standard clients, verified clinicians, and platform sponsors.
Real-Time NoSQL Data
Implemented Firebase Cloud Storage for seamless user asset uploads and utilized Firestore's real-time capabilities to log deeply nested data. This includes session histories, physiological state deltas, and saved protocol libraries, updating the client dashboard instantly.
The Architect Behind the Code
Jackson Burch
I am a Full-Stack Developer and Cloud Solutions Architect targeting entry and mid-level engineering roles. Before architecting serverless ecosystems on Google Cloud, I spent over six years as a Level 2 Diagnostic Technician and Foreman for BMW, with additional experience in the fast-paced automotive sector.
Transitioning from diagnosing complex German automotive networks to debugging cloud infrastructure was a natural evolution. Both require strict attention to systemic logic, an obsession with finding the root cause of an issue, and the ability to build robust, scalable solutions. TryBreathing.org is a direct reflection of that mindset applied to software.