Suez Portwatch
Suez Canal & Red Sea disruption 2019-2026 from IMF PortWatch AIS data: Python + DuckDB bronze/silver/gold pipeline, SQL analyses, data-quality tests and an interactive dashboard.
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My research focuses on multimodal representation learning across vision, language, and audio, with an emphasis on building more efficient and effective models.
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