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Development of an AI-Powered Educational Platform for ESL Student Support

10clouds.com

Education

Educational Challenges Faced by U.S. Teachers Supporting ESL Students

U.S. teachers struggle to balance subject-specific instruction with the need to develop academic English skills for ESL students in Science, Social Studies, and English Language Arts. Manual creation of tailored language activities is time-consuming and may not align with reading standards, hindering student comprehension and progress tracking.

About the Client

A nonprofit organization specializing in educational assessment and research, seeking to empower teachers with AI-driven tools for supporting English language learners.

Key Goals for the Educational Platform

Automate generation of subject-aligned language activities from teacher-provided texts
Enable efficient progress tracking for teachers through real-time activity checks
Ensure generated materials meet academic reading standards
Simplify classroom management via integrated class creation and student grouping

Core System Functionalities and Features

NLP-based automatic activity generation from uploaded texts
Standards-aligned difficulty adjustment for activities
Interactive text library with tag-based filtering
Classroom management tools for student grouping and grade tracking
Real-time progress analytics with historical performance comparisons

Technology Stack Requirements

Natural Language Processing (NLP) frameworks (e.g., spaCy, NLTK)

Python-based backend development

Modern frontend frameworks (React/Angular)

Cloud-based infrastructure for scalability

System Integration Needs

Excel/OpenOffice file import for student lists
Standards databases for academic reading benchmarks
Authentication systems for secure student access

Performance and Security Expectations

High-throughput text processing capabilities
Scalable architecture for concurrent classroom usage
Role-based access control for student/teacher data
Compliance with educational data privacy regulations (FERPA)

Anticipated Educational and Operational Benefits

The platform will reduce teacher preparation time by 60-70% while improving ESL student comprehension through personalized activities. Real-time analytics will enable data-driven instructional decisions, and automated standards alignment will ensure curriculum relevance across core subjects.