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MNoorFawi/README.md

Muhammad (Noor) Fawi

๐Ÿ”ข Senior Data Scientist | ๐Ÿ”ญ AI Researcher

Passionate about AI, mathematics, research, and coding. Turning complex ideas into elegant and smart solutions.


๐Ÿ“„ Recent Research

Research Impact Date DOI / Link
๐Ÿง  CURLoRA
Stable LLM Fine-Tuning
Mitigating Catastrophic Forgetting July 2024 10.48550/arXiv.2408.14572
๐Ÿ”ฌ Deep Learning in Oncology
AI-Powered Cancer Diagnosis
Enhancing Histopathological Slide Analysis April 2024 10.3390/cancers16081506

๐Ÿ‘จโ€๐Ÿ’ป Current Research Focus

  • ๐Ÿค– Developing efficient action embeddings in reinforcement learning to address high-dimensional action spaces

๐Ÿ’ก Areas of Expertise

๐Ÿ› ๏ธ Key Projects

  • ๐Ÿ”Ž AI-driven search engine with PyTorch, Neo4j and PySpark
  • ๐Ÿค– Deep Reinforcement Learning for continuous learning in search engine
  • ๐Ÿง  Fine-tuning open-source LLM to write SQL
  • ๐Ÿ”ฎ Custom SpaCy NER model with Bayesian Neural Networks
  • ๐Ÿฅ Deep learning model to predict chronic diseases

๐Ÿ“ฆ Open Source Packages

๐Ÿ”ง Tech Stack


I write about AI and Data Science at my website minimatech.org

Top Languages

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  1. pytholog pytholog Public

    Python library that enables using prolog syntax and logic programming in python

    Python 116 18

  2. curlora curlora Public

    The code repository for the CURLoRA research paper. Stable LLM continual fine-tuning and catastrophic forgetting mitigation.

    Jupyter Notebook 38 1

  3. recommendation-engine-with-neo4j recommendation-engine-with-neo4j Public

    Building a movie collaborative-filtering-based recommendation system with neo4j & python ...

    Python 32 10

  4. recommender-system-in-postgresql-using-python recommender-system-in-postgresql-using-python Public

    Using python to build a movie recommendation engine inside postgresql database

    Python 12 4

  5. resource-allocation-using-optimization-algorithms resource-allocation-using-optimization-algorithms Public

    Resource allocation using optimization algorithms and python. Assigning the right resources with the right skills to specific projects or activities with certain requirements.

    Python 34 12

  6. lshashing lshashing Public

    python library to perform Locality-Sensitive Hashing for faster nearest neighbors search in high dimensional data

    Python 19 2