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Ngoc-Cac/README.md

Official Account of Trịnh Ngọc Các

Hi, I'm Ngọc Các.
I am a Data Science graduate at the University of Economics Ho Chi Minh City (UEH), and a Researcher at AAI Labs - a Lithuanian tech solutions company.

Check out my GitHub page.

Please check out my pinned repositories for some of my past/present projects.

Here are some miscellaneous projects

Although unskilled at mathematics, I also enjoy recreational maths. I sometimes do projects on fractals, computer graphics or build search algorithms to solve puzzles. If you are interested, check out my latest ones:

  • Marching Squares: An algorithm on countour generation from a scalar field. In short, the contours are generated by interpolating lines using information form adjacent "cells".
  • Wave Function Collapse: This is better known as Model synthesis, which is used for procedural generation. The algorithm solves a constraint satisfaction problem modeled after the concept of superposition in quantum mechanics. The algorithm is famous for its application in terrain generation for video games.
  • Minesweeper Bot: This is a tiny pet project where I build a basic algorithm for solving a Minesweeper board. The bot currently supports two common Minesweeper website.

💻 My Tech Stack

Languages: Python, Lua, LaTeX, very basic C#

Tools: Bash, Git, Jupyter Notebook

I use Neovim, btw.

Pinned Loading

  1. genre-classification genre-classification Public

    A project to practice Signal Processing (Music Processing, specifically)

    Python

  2. gen_ai_deidentification gen_ai_deidentification Public

    Medical Image De-identification using Stable Diffusion, Lama and SAM

    Jupyter Notebook

  3. kfc-reviews-with-bigdata kfc-reviews-with-bigdata Public

    A Big Data project on sentiment analysis with KFC reviews

    Jupyter Notebook 1

  4. segmentation-mean-shift segmentation-mean-shift Public

    Image segmentation with Mean Shift Clustering

    Jupyter Notebook 2

  5. weather-prediction weather-prediction Public

    Weather prediction system with Docker Cluster

    Jupyter Notebook

  6. nvim-config nvim-config Public

    My Neovim configuration. Beware, it's bad!

    Lua