Senior Data Scientist

• Jun 2023 - Present

Arabic Language Modeling: Lead the research, design, and implementation of advanced NLP models tailored to the nuances and complexities of the Arabic language. This includes tasks such as part-of-speech tagging, named entity recognition, sentiment analysis, and machine translation. Data Preprocessing and Cleaning: Oversee the preprocessing and cleaning of large-scale Arabic text data, ensuring data quality, and optimizing data pipelines for efficient model training and inference. Model Development and Evaluation: Develop state-of-the-art machine learning models and algorithms for various language-related tasks, continuously pushing the boundaries of accuracy and performance. Rigorously evaluate model outputs and fine-tune parameters for optimal results. Deep Learning Techniques: Apply cutting-edge deep learning techniques, such as transformer-based architectures (e.g., BERT, GPT), to tackle challenges in Arabic language understanding, generation, and summarization. Multilingual Solutions: Collaborate with the team to extend language capabilities beyond Arabic, working on multilingual approaches and enhancing cross-lingual transfer learning. Model Deployment: Drive the deployment of data science solutions into production, ensuring scalability, reliability, and efficiency in a real-world environment. Data-driven Insights: Utilize data-driven insights to guide product improvements, identify areas for innovation, and contribute to the strategic decision-making process. Cross-functional Collaboration: Collaborate closely with software engineers, product managers, and domain experts to integrate data science solutions seamlessly into our products and services. Mentorship and Leadership: Mentor and guide junior data scientists, fostering a culture of continuous learning and encouraging best practices in data science methodologies. Show less

Lead Data Scientist & NLP

• Jan 2023 - Jun 2023

• Lead, design, and develop ((Machine Learning solutions) and (Natural Language Processing systems such as (spell check, Chatbot, machine translation, data extraction, core search, and front-end technologies, specific to judicial content, including lexical analyzer, syntax analyzer, query builder, terms extraction, and automatic stemmer. etc.).• Define appropriate datasets.• Undertake to preprocess, and analyzing of structured and unstructured data.• Use effective text processing and representations to transform natural language into useful features.• Drive, find, implement, develop, and optimize NLP systems and ml algorithms according to requirements.• Interpret and present the results using data visualization techniques.• Collaborate with engineering and product development teams and propose solutions and strategies for business. • leading and managing a team of data scientists, that focus on fostering an environment that is innovative, collaborative, and customer-centric.• Measures business performance, develops core metrics and creates dashboards• Spots and manages data development challenges in the organization• Standardizes methods and algorithms used across the business unit.• Develops and maintains standard software libraries and associated documentation• Train, supervise, and evaluate team members. Show less

NLP and Data Scientist

• Apr 2021 - Mar 2023

Transforming natural language data into useful features using NLP techniques to feed algorithms.Responsibilities:• Transforming data science prototypes and applying appropriate ML algorithms and tools.• Use effective text representations to transform natural language into useful features.• Find, implement, design, and extend the right algorithms, libraries, frameworks, and machine learningsystems and self-running artificial intelligence (AI) software to be applied in required tasks.• Design and develop core business metrics, create insightful automated dashboards and data visualizationto track them, and extract useful business and product insights.• Applying data mining techniques, doing statistical analysis, building high-quality prediction systems, andrefining models.• Implementing version control tools, and documentation using Jira and bitbucket. Show less

Research And Teaching Assistant

• Oct 2019 - Jun 2021