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Hi there, I'm HEEMOON - A.K.A. Troubleshooter HM! šŸ‘‹

I'm a Machine Learning Engineer.

  • šŸ”­ Iā€™m currently working on AI projects, researches about dementia, object detection & segmentation.
  • šŸŒ± Iā€™m currently fine tunning custom CNNs and producing frameworks.
  • šŸ‘Æ Iā€™m looking to collaborate with other domain expets and front-end programmers.
  • šŸ¤” Iā€™m looking for help with industrial experience.
  • šŸ’¬ Ask me about AI vision project & fine tuning model.
  • šŸ“« How to reach me: email is preferred
  • šŸŽ¹ Big fan of Piano, Lo-fi.
  • āš” Fun fact: I believe programming is exclusively for geniuses with talent and the genius I believe is nothing but a great capacity for patience.
  • šŸ„… 2020 Goals: Finishing some of my current projects & Learning new languages & Regular exercise!
  • šŸ„… 2021 Goals: Publish journals & Create Multiple Projects & Diet!
  • šŸ„… 2022 Goals: NLP project + Dementia speech detection
  • šŸ„… 2023 Goals: Start new position in mainland, 100 days commit in row challange

Connect with me:

LinkedIn Facebook Instagram  YouTube


Languages and Tools:

TENSORFLOW

KERAS

PYTORCH

PYTHON

JAVA

Visual Studio Code

Terminal

SQL

MySQL

HTML5

CSS3

JavaScript

Git

GitHub

Sass



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Boguss's Projects

context-weighted-segmentation icon context-weighted-segmentation

image segmentation using voting algorithm based on trained classification CNN weight. This methodology allows segmentation to consider context of neighbour pixels on its classification stage.

csv_regression_n_classification icon csv_regression_n_classification

Comprehensive solution for searching best suit model of regression and classification using a utility python package called 'lazypredict'.

csv_to_xml icon csv_to_xml

csv to xml converter for Object detection Anotation (Tensorflow).

first-order-model icon first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

grid-over-image icon grid-over-image

python draw grid over image for seafloor traditional annotation purpose.

gui-template-java icon gui-template-java

Simple GUI-Template for everyone! easy to use. kind descriptions. high scalability.

image_preprocessing_keras_dataset icon image_preprocessing_keras_dataset

image preprocessing applied to Keras dataset generator which is trainable in Tensorflow Keras model and its visualisation to check input image.

imagefiltersgui icon imagefiltersgui

Image processing GUI with various filtering option and adjustable parameters.

iris-segmentation-keras icon iris-segmentation-keras

Segmentation models by training publicly available bovine iris datasets, BovineAAEyes80, and comparing combinations of the state-of-art deep learning techniques.

java-chat-app icon java-chat-app

java chat app (client and server) implementation without socket (but model with controller)

lemasys icon lemasys

Legacy Management System for exclusive multi user server

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