Behavioral Health Tech Platform
+50%
Clinician Efficiency
100%
Workflow Automation
Yes
AI-Powered Insights
What?
I designed and deployed a platform for analyzing & visualizing emotional sentiment from user journal data over time, providing valuable insights for therapeutic interventions.
Why?
To extend the reach and impact of somatic therapists through workflow automation and AI-powered insights, making therapy more effective and accessible.
So What?
This platform enables therapists to better understand patient emotional patterns, leading to more targeted interventions and improved therapeutic outcomes.
Project Overview
As the founder of this behavioral health tech startup, I developed an innovative platform that uses natural language processing and sentiment analysis to extract meaningful insights from patient journal entries. This technology helps therapists track emotional patterns over time and identify opportunities for intervention.
Challenges
Complex emotional data requiring sophisticated analysis techniques
Need for intuitive visualization of sentiment patterns
Integration with existing therapeutic workflows
Ensuring privacy and security of sensitive patient data
Solution
Sentiment Analysis Engine
Developed algorithms to identify and categorize emotional content in journal entries
Temporal Visualization
Created intuitive visualizations showing emotional patterns over time
Workflow Automation
Integrated with therapist workflows to streamline the therapeutic process
AI-Powered Insights
Implemented machine learning to identify patterns and suggest potential interventions
Results
Enhanced therapist understanding of patient emotional patterns
Improved targeting of therapeutic interventions
Increased therapist capacity through workflow automation
Created new partnership opportunities with somatic therapists
Key Learnings
This project demonstrated the power of combining natural language processing with therapeutic expertise. By translating complex emotional data into actionable insights, we created a tool that extends the reach and impact of therapists while providing patients with more personalized care.
Continue Exploring
Next: Sleep Monitoring Business