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dlzcods/README.md

Muhammad Abdiel Al Hafiz

AI Project Manager. AI/ML engineer by training.

I work on the system around AI output: who owns it, how it is evaluated, where a human reviews it, and what is allowed to ship.

AI draft → engineer review → evaluation gate → human decision → ship

Three AI outputs move through engineer review and an evaluation gate. Two pass and ship. One is rejected. The decision owner remains human.

Operating rules

  1. No unmeasured claims. Evaluation should match the cost of failure.
  2. Human ownership stays explicit. A model can produce output. A person owns the decision.
  3. Architecture follows risk. Sometimes the right AI system deliberately excludes GenAI.

Contact

Portfolio · LinkedIn · Email

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  1. eye-disease-classification eye-disease-classification Public

    Focuses on classifying eye diseases into four categories: normal, cataract, diabetic retinopathy, and glaucoma. Using a dataset of over 4,000 images, the model achieved an accuracy of 92%. The proj…

    Jupyter Notebook 10 8

  2. awam awam Public

    Indonesian legal RAG that reformulates everyday questions into legal terminology before retrieval.

    Python 2 1

  3. llm-awe-reliability-fairness llm-awe-reliability-fairness Public

    Research Findings of LLM Reliability & Fairness in Automated Essay Scoring

    HTML 1

  4. bitcoin-predictive-analytics bitcoin-predictive-analytics Public

    Memprediksi harga Bitcoin selama 5 hari ke depan dari 20-24 Oktober 2024 menggunakan algoritma XGBoost.

    Jupyter Notebook 1 1

  5. dana-sentiment-analysis dana-sentiment-analysis Public

    This project aims to design a deep learning model with certain schemes to analyze the sentiment of each user review which is then evaluated with predefined objectives.

    Jupyter Notebook 7

  6. rps-image-classification rps-image-classification Public

    Model klasifikasi gambar menggunakan CNN untuk mengklasifikasikan gambar gestur tangan batu, gunting, dan kertas.

    Jupyter Notebook 1