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mariouskono/README.md

Hi there, I'm Bertnardo Mario Uskono πŸ‘‹

Typing SVG

Bridging the gap between robust web infrastructures and advanced machine learning architectures.

Portfolio

πŸ‘¨β€πŸ’» About Me

  • πŸŽ“ Academic Background: Final-year Computer Science student specializing in Data Science and AI/ML Engineering (Current GPA: 3.85/4.00).
  • πŸ”¬ Current Research: Developing a final-year thesis utilizing Deep Learning and an Autoencoder architecture to engineer a highly accurate tourism destination recommender system.
  • πŸ› οΈ Data Engineering: Designing and publishing synthetic datasets for advanced simulation and modeling purposes on Kaggle.
  • 🌱 Continuous Growth: Actively expanding expertise in Mathematics for Data Science and scalable backend integrations.

πŸ’» Technical Arsenal

Data Science & Machine Learning

Python TensorFlow Scikit-Learn SQL

Web Development

HTML5 JavaScript PHP

πŸš€ Professional Experience & Research

πŸ’Ό Work & Internships
  • Web Development Specialist @ PT. BPR Sentral Mandiri (BSM) (Mar 2026 - Present)
    • Architecting the redevelopment of the core banking website infrastructure and managing seamless integrations with partner platforms (Aureka & Popcorn).
  • Data Scientist Intern @ IDCamp Indosat Ooredoo Hutchison (Sep 2025 - Present)
    • Executed end-to-end predictive modeling solutions and completed the Expert-level Data Scientist learning path.
  • ICT Division Intern @ Polres Metro Bekasi Kota (Feb 2025 - Mar 2025)
    • Supported internal digital infrastructure and operational technology frameworks.
πŸ§ͺ Featured ML/AI Projects
  • Nusa Bali Tourism Recommender: Capstone project for the DBS Foundation utilizing advanced NLP and Deep Learning to optimize travel routing and recommendations.
  • Computer Vision Frameworks: Engineered and deployed InfernoGuard and SafeGuard Vision for real-time visual detection and monitoring.
  • Spotify Intelligent Recommender: A robust collaborative and content-based filtering system analyzing complex user preferences.

πŸ“ˆ GitHub Analytics

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πŸ“« Let's Connect

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