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HadiaWaheed/README.md

⚡ HADIA WAHEED ⚡

🧠 AI / ML Engineer  •  LLMs  •  Generative AI  •  RAG

Learn  •  Build  •  Experiment  •  Improve

🔗 LinkedIn  |  ✉️ Email  |  💻 GitHub


👩‍💻 About Me

Hi, I'm Hadia Waheed 👋, an AI/ML Engineer who loves building intelligent systems, training models and shipping practical AI applications.

I explore how Machine Learning, Deep Learning and Large Language Models solve real-world problems, from data exploration and experimentation to semantic retrieval, LLM integration and backend development.

class HadiaWaheed:
    role      = "AI/ML Engineer"
    focus     = ["LLMs", "RAG", "NLP", "Deep Learning", "Generative AI"]
    mindset   = "Learn. Build. Experiment. Improve."
    currently = "Building something new 🚀"
🔭 Currently Exploring 🌱 Currently Learning 💬 Ask Me About
RAG pipelines & vector search LLM fine-tuning & evaluation ML, NLP, Transformers

🎯 Focus Areas

🤖 Machine Learning 🧠 Deep Learning ✨ Generative AI
Model Training Neural Networks LLMs
Classification Transformers RAG Systems
Evaluation Fine-Tuning Semantic Search

🛠️ Tech Stack

🔹 Core ML

🔹 LLM & Retrieval

🔹 Backend & Database

🔹 Tools


🧩 AI Concepts: LLMs · RAG · Transformers · Embeddings · Vector Search · Prompt Engineering · Fine-Tuning


🚀 Featured Projects

🛡️ PolyGuard

AI-Powered Code Vulnerability Detection

Multilingual vulnerability detection using transformer-based deep learning.

  • GraphCodeBERT classification
  • Model fine-tuning & evaluation
  • Multilingual source-code analysis
  • API integration for code scanning

Stack: Python PyTorch Flask PostgreSQL

🔗 View Repository →

📚 Comparative Religion RAG

Knowledge Q&A System

Q&A app over a curated collection of books and documents.

  • PDF processing & text extraction
  • Chunking & embedding generation
  • FAISS semantic vector retrieval
  • Gemini-powered answers

Stack: Python FAISS Sentence Transformers Gemini FastAPI

🔗 View Repository →

🔍 FlyRank ML

Search Data Analysis & Predictive Modeling

Exploratory data analysis, ML task framing, baseline models, experiment comparison and performance evaluation.

Stack: Python Pandas Scikit-learn Jupyter Notebook

🔗 View Repository →


🔄 How I Build AI Systems

flowchart LR
    A[📥 Data Collection] --> B[🧹 Processing]
    B --> C[🧠 Model Development]
    C --> D[🏋️ Training & Testing]
    D --> E[📏 Evaluation]
    E --> F[🚀 API / App]
    F --> G[🔁 Improvement]
    G -.-> A
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I focus on the complete workflow behind intelligent systems: not just using AI models, but understanding how they are built, evaluated and integrated into real applications.


📌 More About My Journey (click to expand)
  • 🔬 Passionate about turning research ideas into working applications
  • 🧪 I enjoy experimenting with models, datasets and evaluation methods
  • 🧱 I like building the full pipeline, from data to API
  • 🤝 Open to collaborations on AI, NLP and LLM projects


"Great engineering is not just about writing code.
It is about understanding problems, exploring ideas, and building solutions that make a difference."



🤝 Have an AI idea, project or collaboration in mind? Let's connect!



THANK YOU FOR VISITING MY PROFILE 💙

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  1. background-job background-job Public

    FastAPI background job system using Inngest for asynchronous report generation, status tracking, retries, and scheduled monitoring.

    Python

  2. Session-hijacking-Detection-System Session-hijacking-Detection-System Public

    HTML

  3. Chatbot-For-Internship Chatbot-For-Internship Public

    HTML

  4. InterFaith-RAG-AI-Chatbot InterFaith-RAG-AI-Chatbot Public

    Forked from eman972/Comparative-Religion-Books

    A full-stack RAG-based AI chatbot that uses a comparative religion book library to retrieve relevant information and generate contextual answers with Gemini AI. Built with FastAPI backend, semantic…

    CSS

  5. VulneraAI VulneraAI Public

    VulneraAI is an AI-powered code vulnerability detection system that analyze source code across multiple programming languages, identify potential security vulnerabilities, and help developers under…

    TypeScript 2 2