Projects
Developing an emotionally intelligent conversational AI assistant inspired by the movie 'Her', with dual processing options: fully local execution for maximum privacy or integration with ChatGPT Realtime API for enhanced performance and lower latency. Features natural emotion detection and expression in conversations.
Built a multi-agent AI research assistant using CrewAI and LangChain, with dynamic model switching between local Deepseek R1 via Ollama and OpenAI model o1 through their API, guiding users through automated search, analysis, and structured report generation via a Streamlit interface.
Developed a Streamlit-based RAG application that ingests healthcare insurance PDFs, chunks and embeds text with FAISS + AWS S3, and delivers context-aware GenAI answers via Claude/Amazon Titan.
Produced a predictive model for power consumption in Tetouan City using Machine Learning in Python, leveraging weather and time-related variables such as diffuse flow from UCIML Repo.
Experience
Verifone
Machine Learning Internship • Aug 2024 - May 2025
FL, United States
Developed fraud detection models and streamlined ETL processes while collaborating with cross-functional teams.
Eufinity
Web Design Internship • Apr 2023 - Aug 2023
FL, United States
Developed a mental support platform website for college students, focusing on secure consultation and effective matching algorithms.
Institute of Technology and Science
Machine Learning Internship • May 2022 - July 2022
Ha Noi, Vietnam
Developed a facial identification system for touch-free COVID-safe applications.
Education
University of Florida
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