AI-Powered Student Performance Analysis API
PinsoutArtificial IntelligenceProject Objectives:
Develop an API that analyzes student grades and attendance data, providing AI-based performance predictions and personalized improvement suggestions.
Project Tasks:
Design database for students, courses, grades, and attendance.
Create API endpoints for submitting and fetching student data.
Preprocess student data for ML training.
Apply ML algorithms to predict student performance and highlight improvement areas.
Integrate ML model with API endpoints.
Implement authentication and role-based access (student, teacher, admin).
Test API responses and AI predictions.
Add error handling and logging.
Document API endpoints, usage instructions, and AI model workflow
Educational Qualifications
B.TechB.EBCAMCA
Required Skills
Data Preprocessing & Feature EngineeringApi Development (Rest Apis Using Flask, Fastapi, Node.Js, Etc.)Machine Learning & Predictive Analytics (Regression, Classification, Model Evaluation)Database Design & Data Management (Sql/Nosql)Authentication & Role-Based Access Control (Rbac) Implementation
