EDTECH AI · LOCAL PROTOTYPE

Intelligent Classroom Knowledge Reconstruction System

A local FastAPI and React prototype connecting transcription, NLP extraction, knowledge graphs and AI-assisted question generation.

Status49 automated tests passed; local frontend, backend and offline-safe mode verified.
RoleIndependent project owner
DeliveryPrototype, concept or workflow evidence
BoundaryClaims limited to reviewed evidence

Background

Positioning and problem

A local FastAPI and React prototype connecting transcription, NLP extraction, knowledge graphs and AI-assisted question generation. The work separates requirements, implementation, testing and public evidence so the project can be evaluated without overstating its maturity.

Core Scope

Features and engineering scope

01

Problem and scope definition

This capability is implemented or documented according to the verified project status above.

02

Modular workflow design

This capability is implemented or documented according to the verified project status above.

03

AI-assisted implementation

This capability is implemented or documented according to the verified project status above.

04

Testing and evidence review

This capability is implemented or documented according to the verified project status above.

05

Privacy and risk boundaries

This capability is implemented or documented according to the verified project status above.

06

Iterative documentation

This capability is implemented or documented according to the verified project status above.

My Role

Responsibilities

  • Defined requirements and acceptance criteria.
  • Designed the workflow and information structure.
  • Used AI tools for implementation, debugging or investigation.
  • Reviewed outputs and documented limitations.

AI assistance does not replace responsibility for requirements, safety boundaries, testing or final acceptance.

Workflow

Project workflow

Define
→
Design
→
Build
→
Test
→
Review
→
Document

Tech Stack

Technology and methods

  • Python
  • FastAPI
  • React
  • Whisper
  • NLP
  • Knowledge Graph
  • Pytest

Verification

Current verification status

49 automated tests passed; local frontend, backend and offline-safe mode verified.

  • Evidence statementReviewed
  • Public sourceLimited or pending
  • Online demoNot claimed unless explicitly shown