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maercaestro/README.md

Abu Huzaifah, Process Engineer and AI Enthusiast! πŸ‘‹

Welcome to my GitHub profile! I'm Abu Huzaifah Bidin, a Process Engineer and an AI enthusiast who's passionate about data and artificial intelligence. Here's a little bit about me:

LogoSendiri

About Me

  • πŸ’Ό I'm currently researching/working on building my own AI bot. A bot that I call as MEGAT. It is a combination of simple automation and a small AI model that utilize transformer based neural network architecture.
  • :atom: Artificial Intelligence intrigued me. I want to crack the blackbox of AI (ChatGPT, LLama) and develop my own and even improve upon it
  • 🌱 I'm constantly learning and exploring new technologies. Slowly building my repository, combining process engineering and technology.
  • πŸ’‘ Solving problems are one of my passion. Doing something straightforward is something that I don't want to do.
  • πŸ“š Always open for collaboration!!

Projects

Here are some of the projects I've been working on:

Building my own AI

  • Megat Nano-GPT: Nano-GPT that I build myself and configured to train data based on my works as malay novelist.
  • Megat Tokenizer: A tokenizer that I build myself based on BPE Algorithm by Open AI.
  • Transformer from Scratch: My first attempt to build my first transformer from scratch

Building my own engineering solutions

  • Megat Peng Robinson: Utilizing Peng Robinson Equation of State and NIST Database API, it's just a simple streamlit web app showcasing Peng Robinson Equation of State
  • Megat P&ID Extractor: Simple web app that are able to extract required information from a P&ID.
  • Refutas Library: A python library for calculating viscosity of a mixture by using Refutas Equation.

Skills

  • Programming Languages:

    1. Python
    2. HTML & CSS
    3. C (Beginner through Harvard's CS50)
  • Frameworks & Libraries:

    1. Pandas
    2. Scikit-learn
    3. Torch
    4. Tensorflow
    5. Xgboost
    6. PyMuPDF
    7. PyPDF
    8. Matplotlib
    9. Seaborn
  • Tools & Technologies:

  1. Streamlit
  2. Tkinter

Get in Touch

  • πŸ“« How to reach me:

  • ⚑ Fun fact: I'm not sure if you'd consider this fun, but in addition to being a process engineer and an AI enthusiast, I've also authored and published a science fiction novel. In it, I delve into the potential risks associated with AIβ€”a topic that might strike you with its irony. You can find my book available for purchase here:

Feel free to explore my repositories and don't hesitate to reach out if you have any questions or just want to chat! Let's connect and create something awesome together! πŸš€

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  1. pidextractor pidextractor Public

    MEGAT PID Extractor Streamlit App

    Python 1

  2. transformer-scratch transformer-scratch Public

    Creating transformer from scratch using pytorch and learning from hkproj (Umar Jamil)

    Python 2

  3. astmconverter astmconverter Public

    ASTM D1160 Converter to TBP

    Jupyter Notebook

  4. RefutasLibrary RefutasLibrary Public

    Python 1