DALIA ALKILANI
+963949546996 • daliaalkelani@gmail.com • Hama, Syrian Arab Republic • LinkedIn • GitHub
AI / NLP Engineer
AI/NLP Engineer specializing in Arabic language models — fine-tuning AraBERT and MARBERT and deploying them into production environments. I build end-to-end ML systems across NLP and computer vision, from data preprocessing to model training and API deployment. I also mentor young makers in robotics and embedded systems, and create tech content that simplifies AI and inspires the next generation of innovators.
Core Competencies
Natural Language ProcessingArabic NLP, Transformer models, Text classification, Hugging Face,
Fine-tuning
Machine LearningModel training, Model evaluation, Transfer learning, Supervised
Learning, Unsupervised Learning
Model DeploymentFastAPI, Flask
ProgrammingPython, C/C++, JavaScript, PHP
Data ProcessingData collection, Data cleaning, Feature engineering, Pandas, NumPy,
Scikit-learn
Computer VisionOpenCV, MediaPipe, Real-time pipelines
Embedded SystemsArduino, ESP32, Raspberry Pi, Sensor integration
Generative AI & PromptingPrompt engineering, AI-generated content, Video generation
Mentoring & TrainingWorkshop delivery, Mentoring, Competition coaching
Professional Experience
Sanad Youth Organization
Sep 2023 – Dec 2023
RFG Youth Robotics Competition — Team Member
- Designed and built an embedded robotics prototype for pest detection using microcontrollers and environmental sensors.
- Integrated Arduino-based hardware with sensors and control components.
- Performed system-level debugging and optimized reliability during testing.
- Validated system performance through real-world testing and technical demonstrations.
Sanad Youth Organization
Oct 2024 – Nov 2024
Robotics Coach
- Implemented sensor integration and control systems using Arduino and external sensors for competition-ready robotics platforms.
- Mentored participants in embedded systems design and firmware troubleshooting to strengthen practical hardware and firmware skills.
- Delivered hands-on workshops on system integration, testing procedures, and competition readiness to improve team performance.
Fathee The Robot
Jan 2026
Online Mentor
- Mentored teenagers in robotics fundamentals and competition preparation.
- Provided technical guidance and online support during robotics activities.
- Facilitated problem-solving discussions and assisted students with project challenges.
- Conducted virtual sessions to support learning and feedback.
- Contributed to a community initiative focused on robotics education and youth engagement.
Projects
NLP Text Classification System
- Constructed a labeled dataset of Arabic university inquiry texts through domain-focused collection, structured annotation, normalization, and preprocessing.
- Developed a multi-class NLP framework by fine-tuning AraBERT and MARBERT using Hugging Face Transformers for improved contextual understanding of academic queries.
- Designed a stratified 5-fold evaluation protocol to validate model stability across different data partitions.
- Exposed the trained system via a FastAPI service, enabling real-time inference in a production-oriented environment.
Arabic Sign Language Translator
- Built a real-time bidirectional translation system between sign language and speech using Python.
- Implemented hand tracking using MediaPipe and OpenCV; trained Random Forest classifiers for gesture recognition (numbers, letters, words).
- Integrated speech-to-text and text-to-speech using speech recognition and gTTS.
- Developed a GUI using CustomTkinter with real-time interaction features.
Tasharok Platform
- Built a full-stack peer-to-peer marketplace MVP using React and Tailwind CSS for the frontend and Laravel for backend services including authentication, APIs, and core marketplace logic.
- Implemented core listing and matching features in a lightweight web prototype to demonstrate feasibility and user flow.
Education
Al-Wataniya Private University, B.Sc. in Computer Engineering, (GPA: 82% (3.09)), Oct 2021 – Jul 2026
- Relevant coursework: Natural Language Processing; Machine Learning; Embedded Systems.
Honors & Awards
Honorable Mention, ICPC Africa & Arab Girls ContestJul 2023
3rd Place, RFG Youth Robotics CompetitionDec 2023
2nd Place, RFG Teens Robotics CompetitionNov 2024
3rd Place, Startup Weekend HamaJan 2026
Volunteering
TechTide Expo
Oct 2024
Technical Support
- Led live robotics demonstrations showcasing sensor integration and control systems to engage attendees.
- Translated embedded system concepts into step-by-step troubleshooting explanations for event visitors.
Clapital
Jan 2026 – Mar 2026
AI Content Creator
- Produced short-form AI-generated video content and refined prompts to increase creative consistency.
- Aligned AI content and prompt strategies with marketing campaign objectives to improve audience fit and messaging cohesion.
Languages
- Arabic — Native
- English — Professional Working Proficiency