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ZainabEman/README.md

Zainab Eman

AI Engineer · LLM & Generative AI · Machine Learning

Software Engineering graduate (FAST-NUCES, Faisalabad) building production-grade AI across RAG, LLMs, NLP, and Computer Vision — from medical retrieval assistants to transformer and vision systems. Open to remote international roles.
About
I turn research-grade AI into deployable products — owning the full lifecycle: data, architecture, fine-tuning, retrieval, evaluation, and deployment. Production-first and evaluation-driven. 		Currently
Building RAG apps with LangChain + vector search · fine-tuning transformers for domain NLP · shipping Vision Transformer pipelines · strengthening Docker / Hugging Face deployment.
LLM & Generative AI
Retrieval-Augmented Generation · prompt engineering & evaluation · vector databases · semantic search · conversational AI 		Deep Learning & NLP
Transformer architectures · text classification · Urdu / low-resource NLP · empathy & sentiment modeling · deepfake detection 		Vision & MLOps
Vision Transformers · image classification (PyTorch) · containerized deployment · model serving & demos

Tech Stack




Available for remote AI Engineer, LLM Engineer, and Machine Learning Engineer roles.

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  1. AI-Powered-Code-Documentation-Generator AI-Powered-Code-Documentation-Generator Public

    Code documentation generator using custom BPE tokenization, Word2Vec embeddings, and BiLSTM models to automatically create docstrings and function summaries. Includes evaluation metrics, CLI tools,…

    Jupyter Notebook 1

  2. EmotionAware-Transformer-Chatbot EmotionAware-Transformer-Chatbot Public

    chatbot built from scratch in PyTorch that generates empathetic, context-aware responses using multi-head attention, positional encoding, and emotional conditioning on the EmpatheticDialogues dataset.

    Python 1

  3. Vision-Transformer-ViT-Fine-Tuning- Vision-Transformer-ViT-Fine-Tuning- Public

    Fine-tuned Google's ViT-Base model on Food-101 for multi-class food recognition, achieving 88.5% accuracy. Integrated PyTorch, Hugging Face, FP16 training, and a Gradio interface for interactive in…

    Jupyter Notebook 1

  4. RAG-Medical-Assistant- RAG-Medical-Assistant- Public

    Retrieves and generates citation-backed clinical answers from medical transcripts using LangChain, Gemini, and ChromaDB, enabling context-grounded medical question answering through semantic retrie…

    Jupyter Notebook 1

  5. Urdu-Deepfake-Detector Urdu-Deepfake-Detector Public

    A deepfake detection system for Urdu language datasets using machine learning models. Built with Gradio and deployed to Hugging Face Spaces.

    Jupyter Notebook

  6. Dastoor-e-Zubaan-_Arabic-md-Editor Dastoor-e-Zubaan-_Arabic-md-Editor Public

    Forked from SoftwareConstructionAndDev/JavaTypers

    Dastoor e Zubaan is a Java-based markdown editor for Arabic/Urdu text. Features include file management, real-time transliteration, POS tagging, and TF-IDF analysis for single files or entire corpu…

    Java