Welcome to my Data Science Portfolio. My passion is understanding the intersection of AI Engineer | Data Scientist | Computer Vision | NLP | LLM | Generative AI | Data Analyst .
Recent Projects
Project 1: Intelligent Job Matching System
JobMatcher automates job search by scraping data from LinkedIn, Indeed, Bayt, and Wuzzuf. It leverages LLM models (Gemini) to summarize user CVs and calculates cosine similarity, presenting personalized job recommendations for seamless career opportunities.
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Project 2: Licence Plate Detection and Recognition
This project aims to detect license plates in images using the YOLOv8 model and extract text from the detected license plates. It includes the complete workflow from data preparation and model training to model deployment using OpenVINO. The main components of this project include:
Data Preparation, Model Training, License Plate Text Extraction, Model Selection, Model Format Conversion, OpenVINO Integration and Deployment.