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Daliaalkilani/README.md

πŸš€ About Me

I build intelligent NLP systems for the Arabic language β€” fine-tuning Transformer models like AraBERT and MARBERT and deploying them into production environments.

My work spans the full pipeline: from data collection and preprocessing, to model training, evaluation, and API deployment with FastAPI. I also work with Computer Vision and Embedded Systems β€” giving me a full-stack AI perspective.

Beyond engineering, I mentor young makers in Robotics and create tech content that simplifies AI for a wider audience.


πŸ”­ Currently Focusing On:
  • 🧠 Arabic NLP & Transformer Models (AraBERT, MARBERT)
  • πŸ€– Computer Vision & Real-time AI Systems
  • 🦾 Robotics Mentoring & Embedded Systems
  • 🎨 AI Content Creation & Generative AI
Dalia caricature working on laptop with tech vibes

Top Languages


πŸ† Highlights

πŸ… Honorable Mention β€” ICPC Africa & Arab Girls Contest Jul 2023
πŸ₯‰ 3rd Place β€” RFG Youth Robotics Competition Dec 2023
πŸ₯ˆ 2nd Place β€” RFG Teens Robotics Competition Nov 2024
πŸ₯‰ 3rd Place β€” Startup Weekend Hama Jan 2026


πŸ§ͺ Featured Projects

🧠 Arabic NLP Text Classification

Multi-class NLP framework fine-tuned on AraBERT & MARBERT for Arabic university inquiry texts. Deployed via FastAPI for real-time inference.

🀟 Arabic Sign Language Translator

Real-time bidirectional translation between Arabic Sign Language and speech using MediaPipe, OpenCV, and Random Forest classifiers.

πŸ›’ Tasharok Platform

Full-stack peer-to-peer marketplace MVP built with React, Tailwind CSS, and Laravel β€” featuring authentication, APIs, and core marketplace logic.

πŸ€– Robotics Pest Detection Prototype

Embedded robotics system for pest detection using Arduino, microcontrollers, and environmental sensors. Competition-ready with real-world validation.



πŸ’» Tech Stack

🧠 AI / NLP / Machine Learning

πŸ›  Programming, Web & Deployment

βš™οΈ Robotics, Hardware & Tools



πŸ“Š GitHub Stats

GitHub Stats Β  GitHub Streak


Popular repositories Loading

  1. Arabic-Nlp-University-Routing Arabic-Nlp-University-Routing Public

    High-accuracy Arabic NLP system for classifying university student inquiries using AraBERT, MARBERT, and ARBERT.

    Python 1

  2. Daliaalkilani Daliaalkilani Public

    Personal space for my AI, robotics, and software engineering projects.

  3. Fruit-Piano-Arduino Fruit-Piano-Arduino Public

    A creative Arduino project that turns fruits into a playable piano using capacitive touch sensing.

    C++

  4. Sign-Language-Translator Sign-Language-Translator Public

    A Python-based system for real-time two-way translation between sign language and voice using computer vision and speech processing.

    Python

  5. Portfolio Portfolio Public

    HTML

  6. dalia-alkilani-resume dalia-alkilani-resume Public

    AI/NLP Engineer resume β€” hosted with GitHub Pages

    HTML