resume
Christian Putra Dwiyan Setyo Pradana
education
Bina Nusantara University (BINUS)
IndonesiaBachelor of Computer Science (Ongoing)
Focus: Algorithms, Data Structures, Intelligent Systems, and Data Engineering.
core technical projects & research
Phishing URL Detection: Classical vs Deep Learning
Academic ResearchDeveloped experimental pipelines comparing Random Forest and hybrid CNN-LSTM architectures using the LegitPhish dataset (101,219 URLs). Implemented SMOTE balancing, character-level tokenization, and feature importance analysis.
PythonScikit-LearnTensorFlow
Olist Dataset Big Data Pipeline
Data EngineeringDesigned and executed a distributed data-processing pipeline for e-commerce data covering cleaning, transformations, and HDFS Parquet formatting.
Apache PySparkHadoop HDFSParquet
technical skills
Machine Learning & Deep Learning
Python, Scikit-Learn, TensorFlow, PyTorch, Keras, YOLO, SMOTE
Data & Analytics
Apache PySpark, Hadoop HDFS, Pandas, NumPy, RFM Analysis
Programming Languages
Python, Java, C, SQL, TypeScript, JavaScript
Tools & Environment
Git, GitHub, VS Code, Jupyter, Google Colab, Cloudflare Pages