AI Developer

We are seeking an experienced AI expert (e.g., Machine Learning Engineer, Software Engineer, or similar) to develop a limited-scope, AI-driven tool for conducting preliminary fidelity assessments of AERO reading curriculum lessons. AERO serves children in Pre-K through Grade 2 through one-on-one teacher–student sessions. The goal is to create an intelligent system that processes video recordings and / or cleaned transcripts to identify deviations from lesson plans, verify instructional adherence, and flag key segments for further human review.

Responsibilities :

• Data Input & Preprocessing
• Handle raw video and cleaned transcript inputs (with PII removed)
• Duration Analysis
• Extract or utilize timestamps to calculate time spent on each instructional activity
• Compare actual durations with scheduled lesson plan timing
• Activity Completion Verification
• Cross-reference transcript / video content with lesson plans
• Ensure prescribed activities occur in correct sequence
• Instructional Completeness Assessment
• Detect presence of required letters, sounds, and vocabulary elements
• Sentiment Analysis
• Identify teacher praise
• Evaluate emotional tone of the session
• Adherence to Lesson Script
• Map transcripts / videos to scripted lesson steps
• Child Engagement Metrics
• Implement metrics (e.g., word counts) to estimate child participation levels
• Iteratively improve solution accuracy and performance
• Documentation & Delivery
• Deliver code with complete technical documentation
• Provide usage instructions and test results
• Ensure hand-off readiness for non-technical stakeholders

Requirements :

Education & Experience :

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