Clarity AI
The future of personalized psychiatric care, powered by artificial intelligence
I'm Dr. Jung, a psychiatrist pioneering the intersection of medicine and technology
What started as curiosity has become a mission to unlock precision medicine's transformative potential for mental healthcare.
“As a practicing psychiatrist, I see these limitations every day. Patients struggle to articulate their experiences. Medications fail without clear reasons. Crises happen ‘out of nowhere’ when warning signs were likely there all along.”
How Clarity AI Will Work
Privacy-First Design
Being architected with HIPAA compliance at its core. Your data will remain secure and private, with optional anonymized participation.
Personalized Insights
Will combine treatment response data, symptom tracking, and clinician observations to suggest optimized treatment plans.
Faster Optimization
Designed to reduce trial-and-error in treatment by leveraging patterns from similar cases to accelerate finding effective interventions.
Understanding Your Mental Health Through Digital Twins
Think of digital twins as intelligent mirrors that reflect your mental health journey. They learn from your unique patterns—how you respond to treatments, what affects your mood, and what helps you feel better—to create personalized insights that help optimize your care.
Mental Health Twin
Tracks your mood patterns, symptoms, and how your mental health changes over time
Physical Health Twin
Monitors your body's signals like heart rate, sleep quality, and stress levels
Lifestyle Twin
Understands your daily activities, social connections, and lifestyle factors that impact your wellbeing
Treatment Twin
Learns how different medications and therapies work for you personally
Genetic Twin
Uses your genetic information to predict which medications will work best for your unique biology
Integrated Twin
Comprehensive multi-domain model combining all specialized twins for holistic insights
Our Progress & Next Steps
Transparent Development
I'm actively building Clarity AI from the ground up, driven by real challenges I encounter in clinical practice. This is early-stage development—no beta testing yet, no clinical trials—just passionate engineering toward transforming mental healthcare through precision medicine.
Foundation & Research
Core psychiatric insights identified and AI framework conceptualized
Platform Development
Building the codebase and infrastructure from the ground up
Clinical Validation
Comprehensive validation studies, pending platform completion
The Technical Foundation
Machine Learning Architecture
XGBoost Predictive Models
Risk assessment, suicide prediction, relapse forecasting, and treatment response analytics
MentaLLaMA 33B
Custom psychiatric analysis engine for clinical notes, therapy transcripts, and patient communications
Actigraphy Transformers
Pre-trained models for sleep-wake cycle analysis, circadian rhythm monitoring, and activity pattern recognition
Platform Architecture
Backend
FastAPI with Python, clean architecture, PostgreSQL, microservices design
Security & Compliance
HIPAA-compliant from day one, field-level encryption, comprehensive audit logging
Data Integration
Multi-modal data processing: biometric, clinical, genetic, behavioral, and environmental
The Power of Pharmacogenomics
One of the most exciting aspects is integrating genetic testing to revolutionize medication selection. This isn't science fiction—it's established science waiting for the right implementation.
Genetic Insights Enable
- Which antidepressants your body metabolizes best
- Your genetic risk factors for side effects
- Optimal dosing based on CYP450 enzymes
- Why certain medications haven't worked
Pharmacogenomic Analysis
[Placeholder for genetic analysis visualization]
Interactive genetic analysis dashboard coming soon
Precision Medicine Today
Pharmacogenomic testing is already available and FDA-approved. Clarity AI will integrate this proven science into routine psychiatric care.
Your Privacy & Security First
When (and if) this becomes available:
- It will be entirely opt-in
- Your current treatment won't change unless you want it to
- All data sharing will require explicit consent
- You'll own and control your data
Right Now
This is just me sharing what I'm passionate about building. If you're interested, great! If not, that's perfectly fine too. Your care remains my priority regardless.
Patient Promise: Your therapeutic relationship and treatment quality will never be contingent on technology participation.
Frequently Asked Questions
How does Clarity AI protect my privacy?
Clarity AI is designed with privacy as its foundation. During development, no PHI (Protected Health Information) is collected. When fully launched, it will operate under strict HIPAA compliance with data encryption, secure access controls, and optional anonymization features.
What kind of insights is Clarity AI designed to provide?
Clarity AI is being designed to provide personalized treatment recommendations, medication efficacy predictions, side effect risk assessments, and trend analysis of symptom patterns. Once developed, these insights would help optimize treatment plans based on unique patient profiles and response histories.
When will Clarity AI be available?
Clarity AI is currently in active development. By joining our waitlist, you'll be among the first to know about our progress and when early testing becomes available. Development timeline depends on completing the core platform and ensuring safety standards.
Do I need to be a patient to get updates?
Not at all! We welcome interest from anyone passionate about advancing psychiatric care through technology. Our waitlist is for development updates and future opportunities to engage with the platform once it's ready for testing.
Looking for Collaborators
This is bigger than any one person can build alone. I'm actively seeking partners who share the vision of transforming psychiatric care through technology.
Programmers & Technical Co-founders
Especially those passionate about mental health and experienced with machine learning, healthcare tech, or full-stack development
Researchers & Academics
To validate approaches, collaborate on studies, and help navigate the path to clinical validation
Mental Health Professionals
Who see the potential of data-driven psychiatry and want to help shape the future of mental healthcare
Advisors & Investors
With experience in health tech, FDA pathways, and scaling healthcare technology platforms
Ready to Join the Mission?
Whether you're a developer, researcher, clinician, or strategic advisor, I'd love to hear from passionate individuals who want to revolutionize mental healthcare.
Join the Clarity AI Waitlist
Stay updated on our progress building the next-generation psychiatry insights platform. Just development updates—no commitments.
Privacy Promise:
We'll never share your information. Unsubscribe anytime. Only development updates and launch notifications.
Be Part of the Psychiatric Care Evolution
Join our waitlist to follow the development of personalized psychiatric treatment.