Graduated from Taipei First Girls High School and the Department of Mathematics at National Taiwan University. Work includes Full Stack Developer, Data Engineer, Analyst, Scientist, and DevOps roles, handling billions of records monthly, and cleaning and analyzing data to generate AI reports for insights.
畢業於北一女中及臺大數學，擁有兩年軟體工程相關工作經驗。擅長多種程式語言，工作內容涵蓋全端開發、資料工程及分析、資料科學及 DevOps，每月處理億級別的資料量，藉由資料清理、分析並生成 AI 報告，提供商業洞見。
希望將學習與工作所獲得的知識與經驗記錄在 GitHub（但由於 AI 相關專案多涉及特定領域，部分內容可能無法公開）。
具備接案經驗，歡迎聯絡合作（限定臺灣），所有接案皆依法簽訂正式合約並合法報稅: yuhexiong871210@gmail.com。
- Programming Languages: C, C++, Java, Python, Go, TypeScript, PHP
- Backend Development: TypeScript (Node.js), Python (Django/Flask), Go (Gin)
- Frontend Development: Vue, React | Data Visualization: Tableau
- Data Processing: Apache Flink, Apache Spark
- Workflow: Apache Airflow | Web Crawling: Selenium | Change Data Capture: Debezium
- Databases: MySQL, MariaDB, PostgreSQL, MongoDB
- Data Lake/Warehouse: Apache Doris, Apache Iceberg
- In-Memory Data Store: Redis | Message Quene: Apache Kafka
- Big Data Framework: Apache Hadoop | DevOps: Google Cloud Platform
- AI & Natural Language Processing: Sklearn, Tensorflow, Word2Vec, RoBERTa, Ollama, Vanna AI, Llama Index, LangChain
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BackEnd: Http Time | Http File | Hospital Fee | Hospital Register | User | Permission | IPFS File | Kafka Upload | Library | Ninja | GraphQL | Spark Submit | Kafka Timestamp Fetch
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FrontEnd: Personal Task | Bmi Calculator
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Full Stack: Accounting Api | Accounting Web | Message Board Api | Message Board Web | Cafe Map
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Data Pipeline: Kafka Flink | Kafka Flink Structured | Kafka Spark | Oracle Spark | Raw SQL Spark
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Workflow: Airflow
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Machine Learning: Titanic | Iris Classification | Red Wine Quality | Bike Buyers | Avocado Prices | House Prices | Breast Cancer Wisconsin
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Deep Learning: Digit Recognition | Cat And Dog Classification
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Natural Language Processing: Topic Modeling | Word2Vec PCA | Roberta Sentiment Analysis | Ollama/Hugging Face | Vanna AI | Llama Index RAG | LangChain Text To SQL Prompt Streamlit
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Web Crawling: Popcat Click | PTT Gossiping Crawling | Project Gutenberg Crawling | Youtube Crawling
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Deployment: Docker Registry | Flink | Hadoop | Doris | Kafka | Debezium | PostgreSQL | PyInstaller Image | Trino Iceberg Hive Metastore MinIO
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Tools: Prime Number | Compress file | Random English Name Generator | Calculator | Todo List | Greeting GRPC | Send Email SMTP | Kafka To CSV | Kafka Data Generator | LDAP Login | Taiwan City District Selector | Stream File Request | CORS Test Request | Google Apps Script Monitor Sheet | Json To CSV | Fun Facts Streamlit
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Notes: Object Oriented Programming | SQL | Poetry | LeetCode Solution | Machine Learning 2022 Spring