👋 Hi there! I'm Nuraini Liyana
A software engineer transitioning into data science and AI engineering, passionate about solving real-world problems with data-driven solutions.

🎓 Certifications

• Certified Data Science Practitioner (DSP-210) - October 2024
• Certified Artificial Intelligence Practitioner (AIP-210) - November 2024

🛠️ Technologies & Skills

• Programming Languages: Python, R, Visual Basic, VB.NET
• Data Analysis & Visualization: Power BI, Pandas, NumPy, Matplotlib, Seaborn
• Machine Learning & AI: TensorFlow, Keras, Scikit-learn, PyTorch (learning)
• Databases: MySQL, PostgreSQL, MongoDB
• Platforms & Tools: Jupyter Notebook, Google Colab, Apache Spark (learning), MS Excel

🌱 I’m Currently Learning

• Advanced deep learning techniques for automation and NLP applications.
• Big data processing tools like Apache Spark to handle larger datasets effectively.
• Predictive analytics and time-series modeling for real-world applications.

📂 Featured Projects

• Customer Churn Prediction: Developed a machine learning model to predict customer churn and identify actionable insights for retention. View Project
• Sales Dashboard Analysis: Created an interactive Power BI dashboard for visualizing sales trends and identifying growth opportunities. View Project
• Image Classification with CNNs: Built a deep learning model using TensorFlow for classifying images in the CIFAR-10 dataset. View Project

🌟 Open to Opportunities
I'm seeking roles in Data Science or AI Engineering where I can contribute to impactful projects, solve challenging problems, and grow with a dynamic team.
Feel free to reach out for collaborations, project discussions, or job opportunities!

🤝 Let's Connect

• LinkedIn: www.linkedin.com/in/nuraini-liyana
• GitHub: github.com/n-liyana
• Email: nuraini.liyana@gmail.com