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Name: Kim Hyun Bin

Type: User

Bio: Computer Science with Business Undergraduate @ Nanyang Technological University

Location: Singapore

📚 I'm currently a student studying Computer Science with a second major in Business (International Trading) at Nanyang Technological University (NTU) in Singapore.

😀 I'm proficient in coding in Python and very familiar with all of it's necessary libraries. I am knowledgeable in various fields of Mathematics so Data Science/Analysis and Machine Learning is the field I'm comfortable in. I took part in datathons from private companies, won the first place in a hackathon and am an avid writer on Kaggle on various topics relating to DSAI.

🌱 I’m currently learning JS and PyTorch.

⚡ My interests lie in Data Science and Artifical Intelligence. I have an active Kaggle account which you can visit here.

🌈 I love to contribute to open source projects too relating to Deep Learning, especially with PyTorch. Deep Learning Research in the field of sequential data/learning is one of my aspirations and I implement model architectures after reading papers whenever I can and try to understand the fundamentals behind research papers. All of my related work can be found in this repository

🧨 My interests lie in mathematics and deep learning.

📫 You can reach me via [email protected]

📫 You can read about me on LinkedIn

Kim Hyun Bin's Projects

awesome-evaluation-of-visual-generation

A list of works on evaluation of visual generation models, including evaluation metrics, models, and systems

backpropagation

Implementation of Neural network and the Backpropagation algorithm from scratch.

blackjack-program

This is a project that I have endeavoured to create. It is a project based on the game of BlackJack and this program aims to utilise the methods of Basic Strategy and Card Counting.

bookreview1.github.io

A simple book review webpage that I have created based on a book I've read. Am planning on creating an integrated website soon.

citadel-apac-spring-2022

Team 3's submission for Citadel's APAC Spring 2022 Datathon

citadel-summer-invitational-datathon-2021

Submission for Summer Invitational Datathon brought by Correlation One and Citadel/Citadel Securities. Our final report is in the Team_28_report file and all our relevant codes are placed here, with appropriate titles for ease of identification.

dalle2_website

Website to use DALLE2 to generate images

data-analytics-competition-2022

Data Analytics Competition (DAC) 2022 was hosted by NUS Statistics and Data Science Society in partnership with Grab.

friends-chat-bot

Discord AI Chatbot using DialoGPT, trained on the script of TV series "Friends".

housing-prediction

This is a data analytics and machine learning project that I undertook using a housing dataset on Kaggle in order to put my machine learning knowledge to practice and some practical application.

kaggle_notebooks

Notebooks I have posted on Kaggle

learning_c

A repository for beginner/intermediate/advanced projects written in the programming language C.

leet_code_questions

Solutions Repo for Leetcode Questions mainly coded up in Python & C

portfolio_website_react

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

pytorch_guide

Guide and Example Projects using PyTorch [Mac/MPS Backend]

restaurant-reviews

sc1015_project

sc2006-scsx-codecrafters

self-driving-car

This is a Reinforcement Learning project built using Python and the NeuroEvolution of Augmenting Topologies (NEAT) algorithm

simplysklearn

Python package to automate machine learning process to showcase metric values for nearly all Scikit-Learn's models.

til-24-base

Base repository for BrainHack TIL-AI Competition 2024