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Doraxile/README.md

Athorid Bagas Raditya

Data Engineer Intern @ Devoteam (Google Cloud Partner) · Informatics, Universitas Gunadarma · Depok, Indonesia

Open to Work GPA Location


About

Final-year informatics student with hands-on experience building data pipelines and ML models for production systems. Currently interning at Devoteam, a Google Cloud Partner, working on real-world data engineering projects for Smartfren, Pegadaian, and CIMB — covering analytics pipelines, big data migration, data lineage documentation, and cloud infrastructure on GCP.

Outside work, I build computer vision and ML projects that solve real problems. Passionate about clean, modular code and data-driven decision making.


Tech Stack

Data & Cloud

BigQuery GCP Apache Airflow DBeaver ETL Pipelines Data Lineage Data Modeling

ML & Computer Vision

scikit-learn pandas NumPy OpenCV MediaPipe Matplotlib

Languages & Tools

Python SQL C++ Go Git Laravel


Featured Projects

Binary classification model predicting DKI Jakarta air quality using Random Forest. Achieved 98.05% accuracy and 0.97 macro F1-score on 2,570 records. Validated with 5-fold Stratified K-Fold CV, Permutation Feature Importance, and Partial Dependence Plots for interpretable environmental insights.

Python scikit-learn pandas Random Forest Matplotlib Seaborn


Computer vision app that maps hand pinch gestures to Windows audio in real time — depth-compensated volume control, adaptive EMA smoothing, gesture mute/unmute, and media playback control. Built with modular OOP architecture and a custom transparent HUD overlay.

Python OpenCV MediaPipe NumPy Pycaw

🌐 Try the live web demo — no installation required


End-to-end churn prediction pipeline on the IBM Telco dataset. Includes 9 engineered features, scikit-learn Pipeline with OneHotEncoding, and hyperparameter tuning via RandomizedSearchCV. Evaluated with F1-Score, Precision, Recall, and Confusion Matrix.

Python scikit-learn pandas Pipeline RandomizedSearchCV


🧑‍💼 Face Recognition Attendance System (in progress)

School attendance system using real-time facial recognition via InsightFace/ArcFace and FAISS vector database. Replaces manual roll call with automated detection and SQLAlchemy-backed record storage.

Python InsightFace ArcFace FAISS SQLAlchemy


Currently

  • 🔧 Interning as a Data Engineer at Devoteam (Google Cloud Partner) — building pipelines, migrations, and data models for enterprise clients on GCP
  • 🎯 Looking for: Junior Data Engineer / Analytics Engineer roles after graduation (2026)

Popular repositories Loading

  1. hand-gesture-audio-control hand-gesture-audio-control Public

    A hand gesture-based volume control application that uses a webcam to detect hand movements and adjust the volume level in real-time.

    Python 1

  2. web-monitoring web-monitoring Public

    Website laravel untuk monitoring stok barang

    Blade

  3. Doraxile Doraxile Public

  4. customer-churn-classification customer-churn-classification Public

    Jupyter Notebook