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Trying to work with courage and faith
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Trying to work with courage and faith
13 followers · 8 following
  • MBZUAI
  • Abu Dhabi, UAE

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Myriam2002/README.md

Hi, I'm Mariam Barakat ✨

A passionate NLP Master student from Egypt

Coding

✨ NLP Researcher | AI and Education Enthusiast 🐇

I’m passionate about integrating technology to make education better.

🎓 Education

  • Master in NLP from MBZUAI specializing in Educational Rechnology
  • Bachelor of Science in Computer Science at Nile University (GPA: 4.0/4.0)

🏔️ Experience

  • Edulga (AI Engineer) — Created knowledge graphs using Langchain, Neo4j, and RAG technology for information extraction.

  • Ciqler (Part-time Software Developer) — Co-founded Ciqler, automated gift pipeline using GPT-3.5 and AWS Lambda, and improved NLP model accuracy by 30%.

  • Algorithmics (Programming Tutor) — Mentored 40+ students (ages 6-18) in Scratch, Python, and interactive programming.

  • CIS Research Center (LLM Research Intern) — Researched and fine-tuned Falcon 7B, GPT-2, and Llama 7B for educational tools, optimizing course generation efficiency.

  • ELPO (Machine Learning Intern) — Led a team to build a real-time CNN for sign language interpretation and developed a speech-to-image converter.

📝 Publications

  • A Comparative Analysis of Large Language Models for Automated Course Generation from Books(IEEE, Sep 2024)

  • ArEEG: an Open-Access Arabic Inner Speech EEG Dataset (Nature, Pending Approval)

🥇 Awards

  • Top 3 Finalist at Lablab’s Langchain Hackathon

  • President’s Cup award for graduating with 4.0 GPA

✉️ Contact Email: Mariam.Barakat@mbzua.ac.ae | resume

🌼 Fun fact I love coding, journaling, teaching and digital art✨

Connect with me:

mariam-barakat-071811209 mariambarakat mariamamr.barakat mystical_mariam myriamb

Languages and Tools:

c cplusplus css3 flutter html5 illustrator java pandas photoshop python

myriam2002

Popular repositories Loading

  1. KNN_Movie_Recommendation KNN_Movie_Recommendation Public

    KNN movie recommendation system using python 🎥✨

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  2. ELPO_Voice_to_Sign_Language ELPO_Voice_to_Sign_Language Public

    A GUI that enables people that could her and people that have disabilities to communicate.

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  3. LLM_Research LLM_Research Public

    Exploring LLM with educational applications

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  4. Market_basket_analysis Market_basket_analysis Public

    Market basket analysis on Instacart dataset. Those association rules were computed to see relationships between products, aisles and departments, using FP-Growth, Apriori, and Eclat

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  5. Wonderland_data_scientist Wonderland_data_scientist Public

    My humble and whimsical journey to learn data science and deep learning🐇🎩✨. With the intention to one day have enough knowledge to utilize this to help education

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  6. Myriam2002 Myriam2002 Public

    Mariam Barakat Portfolio