yuhexiong

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xiong yuhexiong

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Coding

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TFG111th | NTU MATH | Full Stack & Data Engineer/Analyst/Scientist(AI including NLP)

6 followers · 7 following

New Taipei City, Taiwan
11:17 (UTC +08:00)
https://leetcode.com/xiong1998

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yuhexiong/README.md

Full Stack Developer & Data Engineer, primarily using Python. At work, as for BackEnd have written TypeScript and now using Go, for FrontEnd, have handled Vue and React. And for data use Java for Flink and Spark previously. Forcing on learning AI models and conducting research in Natural Language Processing.

Coding Stats

Projects

BackEnd

TypeScript/Express - Http Time Api (moment)
TypeScript/Express - Http File Api (file)
TypeScript/Express - Hospital Fee Api (mariadb/typeorm/testing)
TypeScript/Express - Hospital Register Api (mariadb/typeorm)
Go/Fiber - User Api (mongodb/testing/error code)
Go/Gin - Permission Api (mongodb/error code/viper/login/permission)
Go/Gin - IPFS File Api (postgres/ipfs/file server)
Python/Django - Library Api (mysql/error code)

FrontEnd

TypeScript/Vue3 - Personal Task Web (element plus)
TypeScript/React - Bmi Calculator Web

Full Stack

TypeScript/Express - Accounting Api (mariadb/typeorm/cronJob/error handling)
JavaScript/Vue3 - Accounting Web (pie chart)
Python/Flask - Cafe Map Server (map)

Data Pipeline

GCP/Flink - Deploy Flink
Java/Flink - Data Pipeline Kafka (kafka/doris/mongoDB)

Workflow

Python/Airflow - DAG Kafka Flink Doris

Machine Learning

Python/Logistic Regression - Titanic (sklearn/logistic regression)
Python/Decision Tree - Iris Classification (sklearn/decision tree)
Python/XGBRegressor - Avocado Prices (xgbRegressor/grid search cv)
Python/Random Forest - Red Wine Quality (sklearn/random forest)
Python/XGBRegressor & LightGBMRegressor - House Prices (xgbRegressor/lightGBMRegressor)
Python/Support Vector Classification - Breast Cancer Wisconsin (support vector classification)

Deep Learning

Python/CNN - Digit Recognition (tensorflow/data augmentation/cnn)
Python/CNN/ResNet50 - Cat And Dog Classification (tensorflow/data augmentation/cnn/resNet50)

Natural Language Processing

Python/Latent Dirichlet Allocation - Topic Modeling (word cloud)
Python/CBOW - Word2Vec And PCA (pca/kmeans)
Python/Roberta - Sentiment Analysis (finetune/chinese)

Web Crawling

Python - Popcat Click (selenium)
Python - PTT Gossiping Crawling (requests)
Python - Project Gutenberg Crawling (requests/regex)
Python - Youtube Crawling (selenium/yt-dlp)

Tools

C - Prime Number
C - Compress file
C++ - Random English Name Generator
C++ - Calculator
Go - Todo List
Python - Send Email SMTP
HTML - Taiwan City District Selector
JavaScript - Stream File Request

Notes

Pinned Loading

cat-and-dog-classification-CNN-ResNet50-python cat-and-dog-classification-CNN-ResNet50-python Public

Cats and dogs images classifier using Python CNN ResNet50.

Python 1
sentiment-analysis-binary-classification-roberta-nlp-python sentiment-analysis-binary-classification-roberta-nlp-python Public

Sentiment analysis by finetune Hugging Face RoBERTa model using Python.

Python
permission-api-golang permission-api-golang Public

Permission API for YAML-based permission management and Viper integration in Go.

Go 1
personal-task-web-vue3-typescript personal-task-web-vue3-typescript Public

PersonaI task web using TypeScript Vue3.

Vue 2
kafka-data-pipeline-flink-java kafka-data-pipeline-flink-java Public

Data pipeline from Kafka to Kafka, Doris, MongoDB and Doris to Kafka using Flink Java.

Java
leetCode-solve-and-explain leetCode-solve-and-explain Public

Document my LeetCode solution with chinese comments and multiple programming languages.

C++ 1