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  • University of Doha for Science and Technology
  • Qatar

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Maymona-M/README.md

Hi, I'm Maymona

🎓 Third-year Data Science & AI student at UDST

  • Interested in Machine Learning, NLP & Computer Vision
  • Passionate about building tech for social impact & accessibility

Featured Projects

  • Fanar – AI-powered navigation assistant for visually impaired users (YOLO + voice feedback)
  • Sports RAG Chatbot – NLP-based system for sports analytics (QCRI internship)
  • Solar Flare Prediction – ML model for space weather forecasting
  • Lifelines Hackathon – Crisis management app for low-connectivity environments (Top 10)

Experience

Research Intern – QCRI (2025)

  • Built a RAG-based sports analytics system
  • Developed data pipelines for structured & unstructured data
  • Applied ML techniques to improve retrieval performance

Wellness Assistant – UDST (2024–Present)

  • Organized university-wide wellness initiatives
  • Managed event logistics and student engagement

Tech Stack

Languages: Python, JavaScript, Java
Web Dev: Node.js, Express.js, HTML, CSS, Handlebars
Data & AI: Machine Learning, NLP, Data Processing, RAG
Databases: MongoDB, SQL
Tools: Git, Azure, Canva, Adobe Suite


Achievements & Activities

  • Top 10 – Lifelines Hackathon 2025
  • Volunteer – FIFA World Cup 2022, AFC Asian Cup 2023, Expo 2023
  • Duke of Edinburgh Award (Bronze & Silver, Gold in progress)
  • Former Team Leader – Social Impact Leaders

Currently Learning

  • Deep Learning for real-world applications
  • Computer Vision (YOLO, assistive AI systems)
  • NLP & RAG systems for intelligent retrieval
  • Deploying scalable, real-time AI solutions

📫 Contact

Pinned Loading

  1. solar-flare-prediction solar-flare-prediction Public

    Jupyter Notebook

  2. diabetes-risk-factor-analysis diabetes-risk-factor-analysis Public

    Jupyter Notebook

  3. SportRAG_QCRI SportRAG_QCRI Public

    Python

  4. ai-calendar ai-calendar Public

    HTML

  5. lm-evaluation-harness lm-evaluation-harness Public

    Forked from EleutherAI/lm-evaluation-harness

    A framework for few-shot evaluation of language models.

    Python

  6. yolov5 yolov5 Public

    Forked from ultralytics/yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

    Python