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FaNa-AI/README.md

👋 Hi, I'm Faezeh

🎓 I'm currently studying Algorithms and Theory of Computation.

🛠 Right now, I’m working on my master’s thesis — designing a hybrid ML model, which I hope will lead to some exciting results!

🧪 In my free time, I enjoy experimenting with LLMs and language modeling just for fun.

💡 I’ll definitely share any interesting findings or models here on GitHub — stay tuned!

🌱 I’m currently learning:

  • Python
  • Advanced ML & DL
  • LLMs, SLMs
  • Explainable AI (XAI)
  • Parallel Processing

🤝 I’m looking for help with:

  • Explainable AI (XAI)

💬 Ask me about:

  • Simple ML/DL models
  • Project control with Scrum
  • LaTeX
  • UI/UX with Figma & Adobe XD
  • Basic frontend (HTML, CSS)

⚡ Fun fact:

I study AI… but sometimes I get too lazy and tired to act intelligent myself 😅

🛠️ Languages and Tools

Python NumPy PyTorch TensorFlow Matplotlib Owner avatar @ultralytics @dmlc @networkx HTML CSS LaTeX Figma Adobe XD Scrum

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  1. ChatBot ChatBot Public

    Persian RAG chatbot combining retrieval and generation for accurate, context-aware responses.

    Python

  2. GAN GAN Public

    DCGAN in PyTorch to generate realistic cat and dog images from scratch

  3. MIT-6.S191-Lab1 MIT-6.S191-Lab1 Public

    Learn the fundamentals of PyTorch in this hands-on lab from MIT’s Deep Learning course. You'll explore tensors, build neural networks, and implement gradient descent — all key building blocks for d…

    Jupyter Notebook

  4. Transformer Transformer Public

    predicts Spotify song popularity using audio features and a Transformer encoder model built with PyTorch.

  5. VLM VLM Public

    Generate natural language captions for images using the BLIP vision-language model by Salesforce. Easily run it in Google Colab with GPU support, using the Flickr8k-2k image dataset from Kaggle.

    Jupyter Notebook

  6. YOLO YOLO Public

    A minimal YOLOv8n-based object detection project using the lightweight Nano version of the model for fast and efficient training and inference on small datasets like coco128.

    Jupyter Notebook