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Ebaa Safieh

@ebaasafieh

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Aspiring IT Engineer specializing in Artificial Intelligence and machine learning.

Syrian Arab Republic

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What I'm looking for

I am looking for opportunities that foster innovation in AI and machine learning, with a focus on collaborative environments that value continuous learning and professional growth.

I am an aspiring IT Engineer with a specialization in Artificial Intelligence, focusing on machine learning, deep learning, natural language processing, and expert systems. My proficiency in Python allows me to engage in data manipulation, dataset creation, and training neural networks effectively. I have hands-on experience in developing AI-driven chatbots and AI-powered Q&A systems, utilizing advanced machine learning techniques to address complex challenges.

Throughout my professional journey, I have successfully completed various projects, including the development of a unique Arabic dataset for NLP and building models that achieved high accuracy in classification and regression tasks. My dedication to continuous learning and improvement is evident in my academic achievements, where I maintained a GPA of 3/4 while pursuing my Bachelor of Science in IT Engineering with a specialization in AI Engineering.

Experience

Work history, roles, and key accomplishments

Semantic Question-Answering System

Self Employed

Nov 2023 - Dec 2023 (1 month)

Built a semantic search engine for jurisprudential questions and answers, employing advanced algorithms to enhance search relevance and accuracy.

Natural Language Processing Semantic Search Python AI Systems Information Retrieval Machine Learning Data Analysis

Quran Reference Identification System

Self Employed

Oct 2023 - Nov 2023 (1 month)

Developed a system to identify Quranic references in Islamic texts using supervised learning and rule-based methods, achieving high precision in extraction.

Natural Language Processing Python Model Training AI Systems Semantic Analysis

Graduate Project: AI-Generated Text, Image, and Video

Self Employed

Jan 2024 - Oct 2023 (-1 years 9 months)

Developed a unique dataset in Arabic for NLP, trained models using CNNs, and utilized pre-trained models for deep fake content generation. Achieved high accuracy in model training and project completion.

Natural Language Processing Datasets Model Training Deep Learning Python AI Systems Data Manipulation Machine Learning

AI Developer

Freelance

Jan 2024 - Oct 2023 (-1 years 9 months)

Developed and deployed AI-driven chatbots and Q&A systems using advanced machine learning techniques. Leveraged pre-trained models and fine-tuned them for specific tasks, improving accuracy and user interaction. Designed solutions for seamless integration with existing systems.

Machine Learning Natural Language Processing Python TensorFlow Keras scikit learn Neural Networks AI Systems

Islamic Expert System

Self Employed

Jan 2023 - Feb 2023 (1 month)

Developed an expert system providing detailed Islamic knowledge using knowledge engineering techniques. Built a comprehensive database enabling accurate responses.

Database Management Python Natural Language Processing Data Analysis System Design AI Systems Information Retrieval

Machine Learning Project: Classification & Regression

Self Employed

Jan 2023 - Feb 2023 (1 month)

Developed classification and regression models for flight reservation data and house sales prediction. Conducted feature engineering and optimization to enhance predictive accuracy.

Machine Learning Logistic Regression Decision Trees Data Analysis Python Regression Modeling

Education

Degrees, certifications, and relevant coursework

Arab International University

Bachelor of Science, IT Engineering

2019 - 2024

Grade: 3/4

Activities and societies: One of the top six performers in the HerWILL AI for Equality Datathon 2024 in Kaggle, chosen from over 100+ remarkable submissions.

Pursued a Bachelor of Science in IT Engineering with a specialization in AI Engineering. Focused on machine learning, deep learning, and natural language processing. Achieved a GPA of 3/4, demonstrating strong academic performance.