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waleedgul92/README.md
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🧑‍💻 About Me

  • 🎓 MSc Artificial Intelligence — London Metropolitan University
  • 🔬 Researching Federated Learning, Differential Privacy & Explainable AI
  • 🛠️ Building with LLMs, RAG pipelines, MLOps & Agentic AI
  • 📍 Based in London, UK — open to ML/AI roles globally
  • 📬 Reach me on LinkedIn

🔬 Current Research

DP-FedSHAP — MSc Thesis (2025–2026)

A federated learning framework for financial fraud detection that combines:

  • 🔐 Differential Privacy (Gaussian mechanism, ε=1.2) to bound membership inference attacks
  • 🌲 XGBoost federated across clients without raw data sharing
  • 🔍 SHAP-based explainability with a custom federated aggregation protocol
  • 📉 Membership Inference Attack success: Centralized ~62% → DP-FedSHAP ~47.5%

Research Stats Spearman Privacy Budget Feature Overlap


🚀 Featured Projects

Project Description Stack
🔐 DP-FedSHAP Privacy-preserving FL system with SHAP explainability for fraud detection XGBoost · Flower · Differential Privacy · SHAP
🤖 Apex Synthesis Multi-agent AI hiring pipeline (BMW Hackathon 2026) n8n · Gemini 2.5 Flash · React · FastAPI
📚 DataBot Production-grade PDF Q&A system parsing complex technical texts Gemini Pro · LangChain · ChromaDB · Streamlit
🧬 Blog Agent Multi-agent blog generation with real-time web research LangGraph · Gemini · Tavily Search
📝 Caption Crafter Context-aware social media caption generator and optimizer Gemini 2.5 Flash · Streamlit · Python
📊 Receipt2Sheet Automated expense tracker parsing receipts into structured spreadsheets FastAPI · OCR · Google Sheets API · Docker
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⚙️ Tech Stack

🧠 AI / ML / Research

Python PyTorch TensorFlow Scikit-learn XGBoost SHAP Optuna

🤖 LLMs & Agentic AI

LangChain LangGraph Gemini Ollama n8n RAG

🛠️ MLOps & Infrastructure

FastAPI Docker MLflow Git Streamlit Vercel

📊 Data & Visualisation

Pandas NumPy Matplotlib Seaborn Power BI Kaggle


📊 GitHub Stats

Waleed's GitHub Stats   Top Languages
GitHub Streak

📈 Contribution Activity

Contribution Graph

"Privacy is not an option, and it shouldn't be the price we accept for just getting services online."

Open to ML Engineer · AI Engineer · Data Scientist roles — London & Remote

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  1. Crop-Doc Crop-Doc Public

    Forked from Rayan-Ali1083/Crop-Doc

    ChatGPT 🌾 CropGuard: AI-Powered Crop Disease Detection 🌱 Revolutionize agriculture with CropGuard: an AI solution for rapid, precise disease detection. Swift algorithms, smart insights, and offline…

    Jupyter Notebook

  2. Boats-Listing-Dataset Boats-Listing-Dataset Public

    Forked from Rayan-Ali1083/Boats-Listing-Dataset

    This project was used in a seminar for IEEE in FAST-NUCES university. The dataset contains information about boats such as their types, price in various currencies, etc. The target variable was Num…

    Jupyter Notebook

  3. FINANCIAL-MARKET-ANALYSIS FINANCIAL-MARKET-ANALYSIS Public

    Jupyter Notebook

  4. Wildfire-Classiciation Wildfire-Classiciation Public

    HTML

  5. 6th-Semester-Material-FAST-NU 6th-Semester-Material-FAST-NU Public

    Forked from UmairKhan13/6th-Semester-Material-FAST-NU

    Jupyter Notebook