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University College London

Tokyo Institute of Technology

University of Tokyo

University of Pennsylvania

American University of Beirut

Master of of Engineering in Artificial Intelligence at Okazaki Lab

Non-degree Research Student at Tsuruoka Laboratory

Semester abroad at the college of Liberal and Professional Studies

Bsc. in Computer Science with minors in Applied Mathematics and Philosophy

Worked on multiple Machine Learning projects related to Fact-checking and summarization.

Worked on safety and factuality evaluation of Large Language Models, aspect-based summarization and fact-checking.
Led the development of several demonstrations for business units.

Worked on multiple Machine Learning projects related to Explainable AI, Knowledge Graphs and NLP.

Developed tools and APIs that facilitate the analysis of Knowledge Graph Embedding models.
Led the development of Human Centered AI system evaluation experiments, deploying tests on MTurk.

Carried out research where we propose the fine-grained evaluation of Knowledge Graph Embedding models:

We define key capabilities that a model should have and designing unit tests to target these capabilities.
Our proposed method allows us to test KGE models more systematically to understand what they learn and enables us to compare which models is more appropriate for a given task.

Carried out research in several topics

Applying software testing methodologies for Behavioral Testing of Knowledge Graph Embedding Models (WiNLP and AKBC2021).
Using multiple methods on BERT to recognize sentences against commonsense and justify the reasoning behind this decision. Investigated the ability to transfer commonsense knowledge between tasks by training a model for the Explanation task with Next Event Prediction data.

Designed the full curriculum for the iOS development course in a bootcamp

Developing course material, iOS applications/games, and tutorials for the iOS course
Giving weekly lessons, and conducting code reviews and offering mentorship for the students.
Managed a team of 3 for the organization of hackathons, workshops, and other events, as well as the coordination of recruitment for other courses (python for ML).

Using React native to develop a cross platform application.
Applied a hybrid recommendation system of collaborative and content based to recommend shipyards for docking to vessels (Airbnb of shipyards).
Led the creation of Progressive Web App (shipahoy.io) that simulates the movement of ships in a specific port.