SonKoç

Project Overview

SonKoç is an AI-powered educational coaching application that offers personalized learning support based on students' academic needs and progress. The platform uses machine learning algorithms to analyze student behavior and provide tailored guidance for exam preparation.

This project was developed as part of my exploration into practical uses of artificial intelligence in the field of education. The aim was to build a system that continuously improves its recommendations as students engage with the platform.

Project Details

Client: Personal Project
Timeline: August 2024 - Soon
Team Size: 2 members
My Role: Lead Developer & AI Integration & Backend Develooper

Technologies Used

React Native

.NET 8

.NET MVC

MSSQL Server

OpenAI

SignalR

Git/GitHub

Figma

The Problem

Traditional education platforms often face several challenges:

Generic content that doesn’t cater to individual learning needs
Lack of personalized feedback and guidance during learning
Difficulty tracking student progress over time
Inability to adjust learning paths based on individual performance

Students often face difficulty in maintaining focus and motivation due to a lack of personalized learning plans and feedback, leading to stagnation in their progress.

The Solution

SonKoç addresses these challenges by providing a personalized coaching experience:

AI-driven personalized learning paths based on individual progress
Real-time feedback on student performance and progress
Continuous learning algorithm that adapts to students' needs
Integrated calendar for exam schedules and study reminders

By leveraging AI and continuous learning algorithms, SonKoç provides an adaptive and personalized learning environment, empowering students to excel in their studies.

Key Features

AI-Driven Learning Paths

The platform leverages AI to create personalized learning paths, adapting to each student's progress and performance.

Personalized Coaching

Detailed student profiles capture their strengths and weaknesses, allowing for tailored feedback and guidance.

Task and Exam Tracking

Students can track their tasks and upcoming exams, ensuring they stay on top of their studies.

Integrated Calendar

The integrated calendar helps students manage their study schedules and exam dates, ensuring better time management.

Peer Interaction

Students can interact with peers, share progress, and even compare study habits to improve motivation.

Progress Analytics

Gain insights into personal performance, areas for improvement, and a visual progress tracker.

Implementation Details

Technical Architecture

SonKoç follows a modern client-server architecture with clear separation of concerns for efficient educational services:

Frontend

Bootstrap for UI components
Ajax for API requests
.Net MVC for Admin Area
Localstorage for User Information

Backend

ASP.NET Core Web API for backend services
Entity Framework Core for database interaction
JWT authentication for secure access
SignalR for real-time notifications

Infrastructure

Natro Service for hosting
SQL Server database for storing user data and exam content
Figma for UI/UX
CI/CD with GitHub Actions for seamless deployment

Database Design

The database schema was designed to efficiently store user data, course materials, and exam progress:

Entity	Description	Key Attributes
Users	User account information, including login credentials and preferences	UserID, Username, Email, Password Hash, Profile Data
Courses	Information about available courses	CourseID, Name, Description, Content, Instructor
Exams	Exam details for each course	ExamID, CourseID, Date, Questions
UserProgress	Tracks the user's progress on courses and exams	UserID, CourseID, Completion Status, Last Accessed Date
ExamsResults	Stores the results for each exam completed by the user	UserID, ExamID, Score, Completion Time

Project Links

Live Demo

Experience the application in action

GitHub Repository

View the source code and documentation

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SonKoç Project