About
I'm a Machine Learning Engineer with a B.Sc. in Data Science Engineering from the Technion - Israel Institute of Technology. with expertise in various areas of artificial intelligence and data science. My work spans across deep learning, computer vision, IoT systems , time series analysis and signal processing.
Latest Projects
GeoClip_adv
Implementation of adversarial attacks on geolocation models using modified versions of SparseRS and PGDTrimKernel approaches.
- Deep Learning
- Computer Vision
- Adversarial Attacks
Paconda
this project focuses on the implementation of AI algorithms that treat the world as continuous space and navigate it in order to find the shortest path to a goal, in our case the ghosts try to find the shortest path to Pacman in order to capture it.
- Data Science
- AI
- Reinforcement Learning
- Search Algorithms
HackWatch
A Web scraper used to check whether there are new Facebook posts relevant to Hackathons in a specific group
- Data Science
- Web Development
Neural Network for MNIST
Implementation of neural networks for the MNIST handwritten digit classification dataset. Creating a Backpropagation algorithm from scratch.
- Neural Networks
- Computer Vision
- Machine Learning
Time-Series-Project
This project analyzes carbon monoxide (CO) pollution data in Israel over time, examining temporal patterns and relationships with vehicle registrations. The project employs various time series analysis techniques and forecasting models.
- Data Science
- Time Series Analysis
- Forecasting
Test Repository
A sample project demonstrating language statistics display.
- Web Development
- Demo
- UI/UX
Contact
Feel free to reach out to me for collaboration or opportunities: