Responsibilities:

• Developing methods to detect text generated by language models.
• Researching effect of a language model’s pre‑training data, architecture, watermarking, quantization, and RLHF on detectability.

Responsibilities:

• Implementing new pre‑training techniques for french language representation.
• Researching language models for languages displaying high variability, in particular Arabic dialects used on social media.

Responsibilities:

• Co‑founded AUB’s Machine INtelligence Development (MIND) Lab
• My research focused on state‑of‑the‑art NLP technologies for natural language processing, generation, and chatbots.
• Worked on pre‑training various Arabic language models that ranges from RNN‑based to the Transformer‑based models, using Cloud TPU and GPU instances.
• Researched improving temporal and spacial resolution of remote sensing ML systems for soil moisture prediction.

Responsibilities:

• Taught and graded undergraduate courses in computer science and engineering.
• EECE 435L - Software Tools Lab, Co‑Instructor (3 semesters). Delivered a range of teaching and assessment activities including tutorials directed towards the delivery of modern Software Tools at the undergraduate level.
• EECE 696 - Applied Parallel Programming, Lab instructor (1 semester). Delivered hands‑on experience to graduate students on parallel programming and GPU computing using the CUDA C/C++ framework on local computers and on AWS.
• EECE 330 - Data Structures and Algorithms, Lab instructor (1 semester). Delivered hands‑on experience on fundamental algorithms and data structures used in software applications at the undergraduate level using C++.
• Introduced a plagiarism detection tool for computer code to the Electrical Engineering Department.

Responsibilities:

• Provided Machine Learning and Artificial Intelligence solutions as part of the support team that helps contestants throughout their Stars of Science journey.