EdTech

EdTech

We designed and delivered a modern EdTech platform that transforms how teachers, students, and institutions engage with digital learning. The solution enhances curriculum delivery, automates evaluation, and personalizes learning journeys — helping educators focus on teaching rather than administrative overhead.

🎓 Personalized Learning Experience

  • Developed adaptive recommendation models that adjust lesson plans and resources based on student progress and performance.
  • Built interactive tutoring and assessment modules that explain concepts, reinforce weak areas, and track comprehension over time.
  • Created curriculum mapping systems aligned with state and institutional learning standards
  • Connected content, assessments, and student data into a unified knowledge layer for better visibility and alignment.

📚 Automated Content Evaluation

  • Implemented document processing workflows using PaddleOCR and FastAPI (Python) to digitize and analyze handwritten and printed materials.
  • Built scoring and feedback engines that evaluate responses based on contextual accuracy and completeness.
  • Integrated grading dashboards for teachers to review and adjust results efficiently
  • Enabled continuous improvement through instructor feedback and iterative data updates.

📊 Learning Analytics & Insight Portal

  • Developed an analytics dashboard using PostgreSQL and ChromaDB to track learning outcomes and performance metrics.
  • Provided real-time visibility into student progress, topic mastery, and teacher effectiveness.
  • Created predictive and trend-based reports for early identification of learners needing additional support.
  • Integrated data export and visualization tools for institutional reporting and curriculum planning.

🧠 System Architecture & Technology Stack

  • Frontend: React + Tailwind for responsive, accessible UI
  • Backend: FastAPI (Python) microservices integrated with Postgres and vector-enabled search
  • Core Engine: Built on modular frameworks using LlamaIndex, LangChain, and PaddleOCR for document understanding and retrieval.
  • Deployment: Containerized services deployed on AWS for scalability, resilience, and cost efficiency
  • Security: Implemented role-based access control, encryption, and compliance with educational data standards (FERPA, GDPR).

Impact

  • Reduced grading effort by up to 70% through automated evaluation and streamlined review
  • Improved student outcomes via adaptive learning and targeted content delivery.
  • Enhanced transparency with data-driven insights for educators and administrators
  • Scalable implementation supporting multi-institution rollout and integration with leading LMS platforms.