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Adaptive Learning Analytics
Track student progress in real-time with automatic identification of at-risk learners.
Preparing your experience
This will only take a moment.
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Preparing your experience
This will only take a moment.
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Learning Analytics & Student Success
I build education platforms that provide adaptive learning experiences, early intervention for at-risk students, and actionable analytics for administrators, improving outcomes while reducing operational burden.
Capabilities
Comprehensive solutions designed specifically for the unique challenges of education organizations.
Track student progress in real-time with automatic identification of at-risk learners.
ML models identify disengagement patterns weeks before students fail, enabling timely intervention.
Seamless data synchronization with Canvas, Blackboard, Moodle, and custom learning systems.
Enrollment forecasting, lead scoring, and conversion analytics for recruitment teams.
Industry Challenges
Every solution is designed to address real operational challenges faced by education teams.
The Challenge
My Approach
Predictive models spot disengagement 3+ weeks before failure, enabling proactive support.
The Challenge
My Approach
Integration hub unifies data from all systems for complete student visibility.
The Challenge
My Approach
Automated dashboards and scheduled reports eliminate manual data compilation.
The Challenge
My Approach
ML models predict enrollment with 90%+ accuracy for better resource planning.
Ready to Start?
Whether you need a complete platform or targeted improvements to existing systems, I'll help you scope a solution that delivers real business value.
Projects in this industry are coming soon. Check out my other work in the meantime.
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