I have been working in the field of Artificial Intelligence for the past three years, gaining strong knowledge and practical experience in Machine Learning, Deep Learning, and AI-driven applications. I am also a fast lea…
I have been working in the field of Artificial Intelligence for the past three years, gaining strong knowledge and practical experience in Machine Learning, Deep Learning, and AI-driven applications. I am also a fast learner, highly adaptable, and motivated to continuously expand my expertise while contributing to innovative projects.
<p>Adapted and fine-tuned the Doctr OCR model for Arabic script recognition, addressing the complexities of the language (cursive writing, right-to-left orientation, diacritics).<br>
Created a synthetic Arabic OCR dataset by generating diverse text samples with various fonts, sizes, and styles to enhance model robustness, which was then used for fine-tuning.<br>
Integrated a Text-to-Speech (TTS) system capable of generating natural Arabic speech from extracted text, targeting real-time vocal feedback for end-users.<br>
Designed and developed a full-stack web application dedicated to healthcare professionals, enabling automated reading and vocalization of medical documents (OCR + TTS pipeline).</p>
Adapted and fine-tuned the Doctr OCR model for Arabic script recognition, addressing the complexities of the language (cursive writing, right-to-left orientation, diacritics)., Created a synthetic Arabic OCR dataset by generating diverse text samples with various fonts, sizes, and styles to enhance model robustness, which was then used for fine-tuning., Integrated a Text-to-Speech (TTS) system capable of generating natural Arabic speech from extracted text, targeting real-time vocal feedback for end- users., Designed and developed a full-stack web application dedicated to healthcare professionals, enabling automated reading and vocalization of medical documents (OCR + TTS pipeline).
<p>Developed algorithms to transcribe and analyze patient vocal inputs in the Tunisian dialect.<br>
Collected and processed a speech dataset with healthcare professionals to train recognition model.</p>
Developed algorithms to transcribe and analyze patient vocal inputs in the Tunisian dialect, Collected and processed a speech dataset with healthcare professionals to train recognition model.
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