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7 followers · 14 following
  • Universitas Atma Jaya Yogyakarta
  • Yogyakarta
  • 12:40 (UTC +07:00)
  • LinkedIn in/frendy-frendy

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Achievement: Pull Shark

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Achievement: Pull Shark

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FrienDotJava/README.md

Hi, I'm Frendy :D

Machine Learning Engineer in Training

I'm a computer science student based in Indonesia, focused on building expertise in machine learning and deep learning. I enjoy turning data into actionable insights and building intelligent systems.

About Me

  • 🎯 Goal ---> Becoming a Machine Learning Engineer
  • 🌱 Currently Learning ---> Deep learning, model deployment, and MLOps
  • 🔭 Interests ---> Computer vision, NLP, and tabular ML
  • 📫 Contact ---> business.frendy@gmail.com
  • 💼 LinkedIn ---> linkedin.com/in/frendy-frendy

Technical Skills

Machine Learning & Data: Python scikit-learn Pandas NumPy Seaborn Matplotlib PyTorch

Machine Learning Operations (MLOps): DVC MLFlow Prefect EvidentlyAI Optuna Docker Google Cloud Azure AWS

Natural Language Processing / LLM Agent: HuggingFace Machine Translation Transformer LangChain

App Development: FastAPI Next.js Laravel Flutter Express.js

Open to collaborations on ML projects and research.

Pinned Loading

  1. anime-recommendation-app anime-recommendation-app Public

    End-to-end MLOps for an Anime Recommendation system. Includes the MLflow pipeline, DVC data versioning, and the FastAPI model API.

    Python 1

  2. air-quality-analysis air-quality-analysis Public

    Data Analysis for Air Quality in different District in Beijing.

    Jupyter Notebook 1

  3. bpjs-hospital-readmission bpjs-hospital-readmission Public

    MLOps project to predict 30-day hospital readmissions for BPJS patients in Indonesia and includes an interactive dashboard for regional and demographic analysis.

    Python

  4. manufacture-security manufacture-security Public

    This project simulates a real-world manufacturing environment where an AI agent continuously monitors and audits industrial automation logic for security vulnerabilities and logic flaws.

    Python