🎓 PhD Student in Computer Science (Data Science)
💡 NLP • Explainable AI (XAI) • Event Detection
📍 Tunis, Tunisia
📧 donia.manai@ensi-uma.tn
🔗 LinkedIn
I am a motivated first-year PhD student specializing in Natural Language Processing,
Explainable AI, and Multilingual Event Detection.
I’m passionate about research, intelligent systems, and applying AI to real-world problems.
I’m actively seeking international collaboration opportunities (cotutelle programs).
🧪 RIADI Laboratory – ENSI
Thesis: Multilingual Approach Using Explainable AI for Intelligent Monitoring of Zoosanitary Events
📍 CRISTAL Lab – GRIFT Pole
🛠️ April 2024 – December 2024
Project: Multitask YOLOv8 model for detection & segmentation
- Implemented transfer learning & fine-tuning
- Designed experiments and ensured reproducibility
- Large-scale data preprocessing
- Quantitative analysis & scientific documentation
🔹 Full-stack development (React, Node.js, PostgreSQL)
🔹 Built the “ETK Portal” for SSO access management
🔹 Developed a school management application using Odoo
🔹 Built a dynamic website using HTML, CSS, Bootstrap
- NLP, XAI, Experimental Design
- Python (Pandas, NumPy), Statistics
- Machine Learning – scikit-learn, TensorFlow, PyTorch
- Computer Vision – YOLOv8, YOLOv5, OpenCV
- Python • Java • C++
- React.js • Angular • Spring Boot
- MySQL • Oracle • PostgreSQL
- Git • Power BI • LaTeX
- Windows • Ubuntu
- PL-300 – Microsoft Certified: Power BI Data Analyst Associate (2025)
🥈 Second place – UX Design Hackathon (Orange Digital Center)
- 🇫🇷 French: Advanced
- 🇬🇧 English: Intermediate
- 🇦🇪 Arabic: Native
- 🇮🇹 Italian: Beginner
✨ Thank you for visiting my GitHub profile!
🚀 Let’s collaborate and build impactful research together.