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Another day to be greatful for
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Another day to be greatful for

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reregin/README.md

Welcome to Regina's page ✮⋆˙(˶ᵔ ᵕ ᵔ˶)

Turning raw data into intelligent systems is what gets me excited about Machine Learning!

My core mission is to leverage Artificial Intelligence for a greater cause, building solutions that create a tangible, positive impact. I am currently mastering my skills in ML and actively seeking post-graduation roles where I can contribute to meaningful, data-driven projects.

🛠️ Main Techstack

Python MySQL Pandas MLflow Scikit-Learn

🏆 Relevant Experience

  • PIMNAS Medalist (2025) — Bronze Medalist in the PKM-KC category for student research and innovation.
  • GEMASTIK Finalist (2024, 2025) — Recognized as a Finalist and awarded "The Most Inspiring Team" in the Data Mining division.
  • Data Analytics Mentee, Metrodata Academy (2024) — Completed SIBKM Batch 7, gaining proficiency in Power BI and Power Query, and successfully earned the CompTIA Data+ certification.
  • Senior Machine Learning Engineer, UNSRAT IT Community (2024) — Led a team of 8+ engineers to build a website chatbot utilizing cosine similarity.
  • Machine Learning Engineer, UNSRAT IT Community (2023, 2024) — Collaborated with a 15+ member team to finetune Llama 3.1 for a generative AI chatbot, and implemented KNN-VC for voice conversion in a deepfake project.

📌 Featured Projects

🔵 NEUROKIT — Mobile Application & IoT
A multimodal neurotherapeutic toolkit that integrates gamification, generative AI, and Bluetooth-connected IoT devices to enhance student attention span and memory retention.

🔴 CreditGuard — Data Science
An end-to-end machine learning pipeline engineered to predict loan defaults (Charge-Offs) within highly imbalanced credit datasets.

⚡ Fun Fact: When I'm not training models, I'm likely editing as a hobby or re-watching Hunter x Hunter (the absolute #1 fiction of all time).

📫 Let's Connect!

LinkedIn

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  1. CreditGuard CreditGuard Public

    CreditGuard is a machine learning pipeline engineered to predict loan defaults (Charge-Offs) in a highly imbalanced credit dataset.

    Jupyter Notebook

  2. water-quality-prediction water-quality-prediction Public

    A machine learning project to predict water quality parameters across river locations in South Africa, with emphasis on identifying key factors influencing water quality variation.

    Jupyter Notebook

  3. ds-ml-template ds-ml-template Public template

    Modular DS/ML project template featuring MLflow integration. Separates research (notebooks) from engineering (src) for production-ready workflows.

    Jupyter Notebook

  4. neurokit neurokit Public

    Forked from Idoo0/neurokit

    MobileApp of NEUROKIT: Multimodal neurotherapeutic-based dynamic toolkit integrated with gamification and generative AI to improve students' attention span and memory retention

    Dart

  5. genia-information-system genia-information-system Public

    Forked from Idoo0/genia-information-system

    Fork of Genia Information System for deploying purposes

    Blade

  6. haarcascade-face-smile-detection haarcascade-face-smile-detection Public

    Implementasi aplikasi web Streamlit untuk deteksi wajah dan senyum secara real-time menggunakan OpenCV dan metode Haar Cascades.

    Python