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hydrangeas20/README.md

Hi there! 👋

I'm Hamda! I’m passionate about data science, software engineering, and cybersecurity. I’ve built projects such as reproducible ML pipelines (DVC + MLflow), machine learning-based fraud detection, and a Document Intelligence RAG system with performance optimization. My skills span machine learning, data engineering, and software engineering, supported by AWS certifications. I enjoy solving complex problems and building reliable systems end-to-end.

If you're interested in discussing data, ML systems, security, or software engineering, I’d love to connect and share ideas!

Languages & Frameworks: 🐍 Python, ☕ Java, 💻 JavaScript, ⚛️ React, 🌐 Node.js, 📦 Django, 🔗 REST APIs

Big Data & ML: 🌪️ Airflow, 🗣️ Kafka, 🧩 Spark, 🚀 Flink, 📊 Databricks, 📂 Hive, 🗄️ Cassandra, 🧠 TensorFlow, 🔍 PyTorch

MLOps & Experiment Tracking: 📈 MLflow, 🐶 DagsHub, 🧾 DVC

Tools & Technologies: ☁️ AWS, 🐳 Docker, ⚓ Kubernetes, 🔔 Grafana, 🔍 Splunk, 🛡️ YARA, 📊 Power BI, 📈 Tableau

I’m passionate about learning new things. Here are the categories where I’ve created some exciting projects:

Each project highlights my passion for solving complex problems and leveraging technology to drive impactful results. Explore my public repositories to see how I’ve applied my skills across various domains.

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  1. e2e-ml-pipeline e2e-ml-pipeline Public

    Production-grade end-to-end ML pipeline using DVC for data/model versioning and MLflow for experiment tracking + model registry, with automated workflows and Dockerized FastAPI deployment for servi…

    Python

  2. fraud-detection fraud-detection Public

    This repository presents a stacked ensemble model for detecting credit card fraud, integrating a neural network with other machine learning algorithms. The model enhances detection accuracy and rob…

    Jupyter Notebook

  3. hydrangeas20 hydrangeas20 Public

  4. movie-recommender-system movie-recommender-system Public

    This repository contains a content-based movie recommender system that leverages the K-Nearest Neighbors (KNN) algorithm and Natural Language Processing (NLP) techniques. The system provides person…

    Jupyter Notebook

  5. airflow-elt-pipeline airflow-elt-pipeline Public

    Production-grade ELT pipeline orchestrated with Apache Airflow, ingesting REST API data into PostgreSQL with Dockerized deployment, logging, and monitoring.

    Python