About Sta
English
Native or bilingual
French
Fluent
Experience
- University of MonctonMachine learning internshipMarch 2024 - September 2024 (6 months)• Collected and analyzed historical breach and attack data.• Preprocessed and prepared data for algorithmic analysis.• Developed and implemented machine learning algorithms to predict breach risks and identify attack patterns.• Technologies: Machine Learning, Ensemble Learning,Data analysis.
- Fysali SASMachine Learning internshipJune 2023 - August 2023 (2 months)• Select and experiment with various NLP model architectures.• Collect and preprocess a labeled dataset of medical consultation texts.• Detect instances of violence or inappropriate behavior in gynecologist-patient interactions.• Technologies: Machine Learning, NLP, HuggingFace, Transformers, BERT.
- WIC DoctorArtificial Intelligence EngineerNovember 2024 - September 2025 (10 months)• Built an intelligent medical chatbot using LLMs, function calling, and RAG for reliable responses, information collection, appointment booking, and workflow management.• Fine-tuned multimodal vision-language models and developed AI tools for medical image analysis, enabling clinical insights and diagnostic support.• Developed an AI tool for recording, transcribing, and generating structured medical reports.• Automated patient data extraction from images, texts, and audio files.• Technologies: NLP, Generative AI, Large Language Models, Vision-Language Models, Multimodal Learning, OCR.
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Education
- Masters M2 Degree inParis School of Technology & Business2026Masters M2 Degree in
- National Engineering Degree in Computer ScienceNational School of Computer Science2024National Engineering Degree in Computer Science