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Hi there 👋

Nabilla is an undergraduate Informatics Engineering student at Universitas Halu Oleo.

I'm passionate about using data and AI to solve real-world problems. I love the idea of leveraging technology to make a difference in people's lives. I've worked on some projects that have given me experience in data analysis and machine learning.

  • 📫 How to reach me: Linkedin.
  • 😄 Pronouns: she/her
  • ⚡ Fun fact: I love The Smiths lol

nabila's Projects

bank_fraud_detection icon bank_fraud_detection

Bank Fraud Detection using Machine Learning: Identify and prevent fraudulent activity in the banking system using machine learning algorithms. Utilized approaches to train the models on a labeled dataset.

customer_segmentation icon customer_segmentation

Segment customers by behavior and demographics using clustering algorithms. Retain long-time loyal customers for greater impact on company success. Data from Kaggle's "Customer Personality Analysis." Utilizes K-Means Clustering, DBScan, and Agglomerative Algorithm for segmentation.`

diabetes_pred_stacking icon diabetes_pred_stacking

The machine learning model to classify whether a patient has diabetes or not, using a dataset of patient records and the ensemble technique of stacking. The goal of this project was to improve the accuracy of diabetes prediction, which is important for early diagnosis and treatment.

employee_attrition icon employee_attrition

This project is to predict the employee attrition, how likely the employee to leave the company.

sentimen_pytorch icon sentimen_pytorch

Analisis Sentimen Menggunakan Pytorch dan pre-trained model Indobert-base-p1

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