LearnLens

Real-Time Engagement Tracking for the Modern Classroom.

LearnLens is an education analytics platform we’re building to bring real-time visibility into student engagement—using computer vision, behavioral insights, and adaptive data modeling to support more responsive, effective teaching. It’s designed for classrooms where attention is fractured, teaching time is limited, and educators need more than intuition to understand what’s working.

Live insight into learning, built for educators

At its core, LearnLens uses live visual input—facial expressions, posture, eye focus, movement—to track attention and participation across the classroom. The system runs lightweight models on video feeds to generate real-time metrics on student focus, classroom sentiment, and moment-to-moment engagement. This data is then visualized in a live dashboard that helps educators adjust their pacing, identify at-risk students, and understand how different teaching methods are landing in the room.

The platform is being built for both real-time and longitudinal insight. Over time, LearnLens creates individual engagement profiles for students—allowing teachers to track trends, personalize support, and spot patterns before they become problems. Alerts are intelligently triggered based on behavior shifts, disengagement patterns, or anomalies in classroom dynamics.

The technology stack includes OpenCV and TensorFlow for visual processing and modeling, with a Node.js + Python backend that handles data sync, session tracking, and secure processing. Privacy is built in at the system level—using edge processing, on-device encryption, and GDPR-compliant handling of biometric data to ensure student safety and district-level compliance.

See what teaching feels like

On the frontend, we’re designing a responsive, minimal interface tailored to how teachers actually work: simple cues, clear visualizations, and no cognitive overhead. From the dashboard, educators can view live classroom engagement, drill into historical snapshots, receive AI-suggested interventions, and export key data for parent meetings or academic planning.

LearnLens isn’t about surveillance—it’s about support. Our goal is to empower teachers with real-time feedback loops that help them adapt in the moment and improve over time. In an era where classrooms are increasingly hybrid, diverse, and tech-mediated, LearnLens gives educators a new sense of presence—and the ability to teach not just harder, but smarter.

The platform is currently in development, with pilot testing planned for mid-2026. We’re building it not just as a product, but as an ecosystem—one that can evolve alongside the classroom itself.