Borjan Ladinski

Projects

Traffic AI: Intelligent Traffic Monitoring and Prediction System

Dec 2025 – May 2026

  • Developed an AI-powered traffic monitoring and forecasting system using Computer Vision and Machine Learning.
  • Implemented real-time vehicle detection with YOLOv8 and processed live traffic camera feeds using OpenCV.
  • Built custom centroid-based multi-object tracking for vehicle counting and traffic flow analysis.
  • Generated traffic analytics and implemented LSTM-based forecasting for 24-hour traffic prediction.
  • Trained the detection model on approximately 9,800 annotated traffic images.

Tech: Python, YOLOv8, OpenCV, PyTorch, Pandas, NumPy, Machine Learning, Computer Vision, LSTM, Data Analytics

Flowgorithm File Analyzer

Mar 2026 – May 2026

  • Built an academic integrity platform for analyzing Flowgorithm submissions.
  • Implemented plagiarism detection and AI-generated solution analysis features.
  • Added student performance tracking through forensic analysis and real-time analytics.
  • Designed tools to help educators review submissions more efficiently and identify suspicious patterns.

Tech: C#, .NET Framework, Academic Integrity Tools, File Analysis

Automated Video Creator

Jan 2026 – Feb 2026

  • Built an AI-powered system for automated video generation using external AI APIs.
  • Developed a script-to-video pipeline with dynamic content and asset generation.
  • Integrated multiple APIs for media processing, rendering, and content creation.
  • Designed scalable backend architecture focused on automation and performance.

Tech: Python, AI APIs, REST APIs

EverBloom

Nov 2025 – Jan 2026

  • Developed a full-stack e-commerce web application for product browsing and purchasing.
  • Built a responsive frontend using Angular, HTML, CSS, and Bootstrap 5.
  • Implemented RESTful backend services with Django REST Framework.
  • Designed modular architecture and optimized client-server communication.

Tech: Angular, Django REST Framework, Python, Bootstrap, REST APIs

Gather Up

Apr 2025 – May 2025

  • Built a social platform for discovering, posting, and managing events.
  • Implemented search, filtering, and user interaction features such as likes and attendance tracking.
  • Designed backend logic and data models using Django.
  • Focused on usability and interactive user experience.

Tech: Python, Django, Web Development

Learning Management System API

Apr 2025 – May 2025

  • Developed a RESTful backend for managing students, courses, and assignments.
  • Implemented CRUD operations and role-based functionality for instructors and students.
  • Structured the system for scalability and maintainability using Spring Boot.
  • Containerized the application with Docker for consistent deployment.

Tech: Java, Spring Boot, REST APIs, Docker