Skip to content
View natalio123's full-sized avatar
🎯
Focusing
🎯
Focusing
3 followers · 1 following

Achievements

Achievement: Pull Shark

Achievements

Achievement: Pull Shark

Block or report natalio123

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
natalio123/README.md

👋 Halo Semua! Saya Natalio Tumuahi

🚀 Tentang Saya

Mahasiswa semester 8 Teknik Informatika di Universitas Sam Ratulangi Manado dengan minat kuat di bidang Machine Learning dan Data Science. Memiliki pengalaman dalam eksplorasi data, analisis, serta pengembangan solusi berbasis AI. Saat ini terbuka untuk kesempatan kerja maupun entry-level position yang relevan untuk mengembangkan kemampuan teknis dan profesional di dunia industri.

Coding

🎓 Pendidikan

  • 📚 Teknik Informatika - Universitas Sam Ratulangi Manado (2022 - Sekarang)

📚 Training & Sertifikasi

Data Science & Machine Learning

  • 🧠 Machine Learning - Stanford University (DeepLearning.AI) – October 2024
  • 🧠 DeepLearning.AI TensorFlow Developer - DeepLearning.AI – October 2024
  • 📊 Belajar Analisis Data dengan Python - Dicoding Indonesia – October 2024
  • 🤖 Belajar Machine Learning Pemula - Dicoding Indonesia – June 2024
  • 📈 Learn Basic Data Visualization - Dicoding Indonesia – July 2023

Programming

  • 🐍 Crash Course on Python - Google – September 2024
  • 💻 Memulai Pemrograman dengan Python - Dicoding Indonesia – May 2024

Data Tools

  • 📊 Microsoft Excel - MySkill – August 2023
  • 🗄️ Learn Basic SQL - Dicoding Indonesia – October 2023
  • 📊 Microsoft Power BI - MySkill – December 2023

💻 Tech Stack

Languages & Frameworks:

Python HTML5 CSS3 TensorFlow scikit-learn

Database:

MySQL PostgreSQL

Data Visualization:

Matplotlib Seaborn Power BI

Tools & Others:

Excel Jupyter Git VS Code

📊 GitHub Stats

🏆 Prestasi

  • 🥇 4th place in National Physics Olympiad at University Level (competed against 30+ participants) - BPTI – May 22nd through 25th, 2023

🌟 Proyek Unggulan

🏥 FitGuard
Aplikasi mobile yang dirancang untuk membantu pasien diabetes menjalani gaya hidup sehat dan mengikuti pengobatan secara konsisten.
Peran & Kontribusi:

  • Berkolaborasi dengan tim yang terdiri dari 2 anggota cloud computing, 2 pengembang mobile, dan 3 anggota machine learning
  • Bertanggung jawab untuk fine-tuning berbagai model
  • Membantu tim cloud computing dalam proses deployment aplikasi

🤖 SPARK CHATBOT
Aplikasi chatbot mobile berbasis AI generatif menggunakan model Llama.
Peran & Kontribusi:

  • Berkolaborasi dengan tim lebih dari 15 Machine Learning Engineer
  • Berpartisipasi dalam TECHOFEST 2024 melalui proyek SPARK, bersama proyek unggulan lainnya seperti ReportFormatter, Techoverse, dan Crypnity
  • Bertanggung jawab untuk fitur penerjemahan yang memungkinkan chatbot SPARK mendukung percakapan dalam berbagai bahasa

🎮 Contribution Graph

Snake Game
Terima kasih telah mengunjungi profil saya!

Profile Views

Pinned Loading

  1. Peramalan-Cuaca-Project Peramalan-Cuaca-Project Public

    Forked from Peramalan-Cuaca/ML_PROJECT

    End-to-End Machine Learning Project for regional weather forecasting. Implementing XGBoost with a Direct Multi-step strategy to reduce cumulative error. Key features: zero-inflated rainfall handlin…

    Jupyter Notebook

  2. FitGuard FitGuard Public

    Jupyter Notebook

  3. Amazon-Prime-Dashboard Amazon-Prime-Dashboard Public

    An interactive Power BI dashboard analyzing 9,600+ Amazon Prime Video titles to uncover content trends, genre dominance, and audience rating distributions (1920–2021)

  4. Geothermal-Data-Analysis- Geothermal-Data-Analysis- Public

    Preliminary Round Delegate at GEMASTIK XVIII 2025 (Data Mining Division). A machine learning approach to explore strategic Tidal Power Plant (PLTPs) sites in North Sulawesi using geospatial and oce…

    Jupyter Notebook

  5. multimodal-emotions-classification multimodal-emotions-classification Public

    Early-fusion multimodal machine learning for emotion classification from social media videos (visual, audio, text). Portfolio project from SATRIA DATA 2025

    1