Alexandru Ont

Machine Learning Developer & Web Developer

Passionate about creating intelligent solutions and beautiful web experiences. Specializing in ML algorithms, data science, and modern web development.

View My Work

About Me

Alexandru Ont

Hello! I'm a Machine Learning Developer

Hi, I’m Alexandru, a Machine Learning Developer with a passion for turning complex data into meaningful solutions. My journey started when I built my first object detection model with YOLO in university, and I’ve been hooked on the challenge of solving real-world problems with AI ever since.

I enjoy working at the intersection of machine learning and software development, where I can bring ideas from research into practical, user-friendly applications. Whether it’s experimenting with neural networks, deploying models into production, or optimizing performance, I love the mix of creativity and engineering.

Outside of coding, I constantly educate myself through research papers, online courses, and exploring design principles to understand how people interact with technology. I’m passionate about building solutions that make life smarter and simpler.

Skills & Expertise

Machine Learning

Python TensorFlow & Keras PyTorch Scikit-learn Pandas NumPy YOLO & Ultralytics

Web Development

JavaScript HTML & CSS PHP Node.js Bootstrap FastAPI Flask

Tools & Technologies

Git Docker AWS Jupyter MongoDB MySQL Linux

Featured Projects

License Plate Detection AI
MACHINE LEARNING

License Plate Detection AI

A real-time object detection system using YOLOv8 and OpenCV, capable of detecting license plates from video files or live webcam feeds, trained on a custom dataset.

YOLOv8 OpenCV Python PyTorch
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Learning Management System
WEB APP

Learnify

A comprehensive Learning Management System for Computer Science education. Features role-based dashboards, course creation, PDF delivery, quiz management, and result tracking with full CRUD operations and responsive design.

PHP MySQL HTML & CSS JavaScript
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Robot Control Interface
ROBOTICS

AutoRos Robot Control

Real-time web interface for controlling a 6-axis robotic arm. Features WebSocket communication, TCP hardware integration, live camera simulation, and responsive controls with bidirectional server communication.

Node.js Socket.io TCP HTML & CSS
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Graph Algorithm Visualization
ALGORITHMS

Graph Traversal Algorithm

Competition-winning graph traversal solution using Depth-First Search with pruning and heuristic optimization. Features cycle detection, time constraints, and artifact tracking for maximum scoring paths.

DFS Branch & Bound Heuristics Python
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Real-time Detection System
COMPUTER VISION

Online YOLO Detection

Web-based real-time object detection system using YOLO algorithms. Features batch analysis capabilities and confidence-based filtering with detailed detection reports and performance metrics.

YOLO Flask PyTorch
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Coming Soon
COMING SOON

Next Innovation

Currently working on exciting new projects in machine learning and web development. Stay tuned for updates on my latest work in AI, robotics, and full-stack applications.

React PyTorch Docker AWS
Get in touch

Get In Touch

I'm always open to discussing new opportunities, interesting projects, or just having a chat about tech!