I am a data scientist with a strong background in AI and chatbot development. After completing my Master’s degree in Data Science from the Université Saint-Joseph in Lebanon, I gained extensive experience in machine learning, data analysis, web mining, and web scraping. I have developed a chatbot for Université Saint-Joseph (UNTE) using large language models and Hugging Face, where I focused on enhancing user interaction and integrating natural language processing (NLP) techniques to improve chatbot responses.
In addition to my technical expertise, I am skilled in AI/ML tools like LangChain, TensorFlow, and PyTorch, and proficient in programming languages such as Python, SQL, and R. My work spans various projects where I implemented data-driven solutions, particularly in chatbot development, data analysis, and information retrieval. Fluent in Arabic, French, and English, I am passionate about leveraging my skills to drive innovation in AI and data science, contributing to impactful and intelligent decision-making processes
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Experiencia
Math teacher
sept, 2011 - Presente
•
13 años, 5 meses
Champville
sept, 2011 - Presente
•
13 años, 5 meses
I teach math for middle and high schools
Beirut, Lebanon
sept, 2011 - Presente
•
13 años, 5 meses
Chatbot developer
may, 2024 - sept, 2024
•
3 meses, 30 días
USJ- UNTE
may, 2024 - sept, 2024
•
3 meses, 30 días
Tasks :
Designing and developing a chatbot for the UNTE (Université Saint-
Joseph de Beyrouth) using large language models (LLM) and Hugging
Face to enhance user interaction and support.
Implementing natural language processing (NLP) techniques to improve
chatbot responses.
Collaborating with academic and technical teams to integrate the chatbot
with existing systems.
Beirut, Lebanon
may, 2024 - sept, 2024
•
3 meses, 30 días
Data analysis
jun, 2023 - jul, 2023
•
1 mes, 1 día
The Swan Pro
jun, 2023 - jul, 2023
•
1 mes, 1 día
Conducted data analysis on insurance datasets, including processing and
cleaning large datasets to ensure data quality.
Calculated key insurance ratios such as loss ratio to assess business
performance and risk.
Created interactive dashboards in Power BI for data visualization and
reporting.
Kaslik, Lebanon
jun, 2023 - jul, 2023
•
1 mes, 1 día
Educación
Master’s in data science
2022 - 2024
•
2 años
Lebanon
2022 - 2024
•
2 años
Master’s degree in actuarial sciences
2009 - 2011
•
2 años
Lebanon
2009 - 2011
•
2 años
Verificaciones
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