Name
朱家儀(JIA-YI,ZHU)
Software Dev.
Education
About
Professional Background:
- Department of Medical Informatics
Skills:
- Data Analysis: Python data processing(web crawler:API) and analysis, and the ability to use Power BI for data visualization.
- Database and System: Basic knowledge of MySQL syntax and database management, and a strong interest in system analysis.
- Web Application Design: Basic knowledge of HTML,css and javascript, and experience in exploring concepts related to App design.
- C#:Winform + webform (ASP.NET)，桌面應用程式、Web 應用程式、遊戲開發、移動應用程式
- Linux:Network management, permissions, group settings, file management
- GCP(開發AI整合應用程式，運算、儲存、數據分析、機器學習、資訊安全)
- JAVA:OOP, IO, Multithreading, Collections framework(List,Queue,Map,Set)
- Arduino(物聯網)
Languages and Tools:
Frontend
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Backend
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General Tools |
Domain Specific Application
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Contact
- Github
- gmail:judy18258@gmail.com
Accreditation
1.Google Cloud
2.Google Digital marketing
3.Kaggle
4.IBM Project Management
5.Network Security
查看更多
| Organization | Name | Skills | URL | Awarded Date |
|---|---|---|---|---|
| Full Stack Java Development | 預計9月取得證書 | |||
| PostgreSQL : Become an SQL developer | PosgreSQL:SQL Developer | Certificate code : 8808956 | Aug,2025 | |
| Google Digital Marketing | 預計9月取得證書 | |||
| freecodecamp | Frontend Development 認證 | Bootstrap,React,Sass,jQuery | July, 2025 | |
| #CertifiedbyGoogle | Google AI Powered Performance認證 | 說明 AI 對整體 Google Ads 廣告活動的重要性。
擬定符合業務目標的 AI 自動化策略。 瞭解跨管道 AI 技術輔助廣告活動和工具的好處。 說明靈活思考的重要性，以及如何根據市場需求彈性調整預算，取得實際業務成果。 使用 Google Ads 報表和洞察資料，清楚掌握 Google AI 成效。 |
顯示認證 | Aug, 2025 |
| #CertifiedbyGoogle | Google Ads 廣告素材認證 | 運用 Google 根據研究結果編撰的指南，針對影片、多媒體、應用程式和搜尋廣告活動，製作成效出色的廣告素材。
在廣告素材生命週期的各個階段，運用 Google 的工具與資源。 透過實驗提升廣告素材成效。 |
顯示認證 | July, 2025 |
| #CertifiedbyGoogle | Google Analytics (分析) 認證 | 為網站或應用程式設定 Google Analytics (分析) 4 資源
收集業務所需資料，以及使用各種報表工具和功能 熟悉可用來判斷線上行銷成效的重要評估功能 |
顯示認證 | July, 2025 |
| #CertifiedbyGoogle | Google Ads 影片廣告認證 | 將線上行銷理念轉化為連貫一致的數位行銷策略
瞭解 YouTube 這個強大平台為什麼不僅能讓使用者和創作者受惠，也能協助廣告客戶打響品牌知名度、提升考慮度和達成行動目標 運用 YouTube 及 Google 影片廣告解決方案打響品牌知名度、提升考慮度，以及吸引使用者採取行動 簡要描述如何根據 Google 的廣告素材指南，為各種行銷目標量身打造高效影片廣告 |
顯示認證 | July, 2025 |
| #CertifiedbyGoogle | Google Ads 搜尋廣告認證(Google Ads Search) | 將線上行銷理念轉化為連貫一致的數位行銷策略
根據公司大方向的行銷計畫擬定 Google 搜尋廣告策略 設法透過 Google 搜尋廣告增加待開發客戶、銷售額或網站流量 確認你的搜尋行銷計畫在你的數位行銷預算之內 |
顯示認證 | July, 2025 |
| Kaggle | Geospatial Analysis | numpy,pandas,Geopandas(空間資料處理),CRS(Coordinate Reference System,座標參考系統), Interactive Map,Manipulating Geospatial Data |
顯示認證 | July, 2025 |
| Kaggle | Feature Engineering | Feature Engineering,Clustering with K Means | 顯示認證 | Jun, 2025 |
| IBM | Project Management Fundamentals | Project Management,Scheduling,Scope Management,Risk Management,Project Lifecycle | 顯示認證 | Jun,2025 |
| Build a Secure Google Cloud Network | VPC,Cloud Security,Networking | 顯示認證 | Jun, 2025 | |
| Kaggle | Advanced SQL | JOIN UNION,SQL,Efficient Query | 顯示認證 | Jun,2025 |
| Kaggle | Computer Vision | Python numpy,pandas,Tensorflow,Keras,matplotlib(繪圖函式庫),sympy(可以進行數學代數運算的Python模組),Convolution(捲積), ReLU(修正線性單元，類神經網路中常用的激勵函數(activation function)) |
顯示認證 | Jun,2025 |
| Kaggle | Intro to Deep Learning | Python pandas(數據處理工具),Tensorflow(深度學習、神經網路),Keras(構建和訓練各種神經網路模型),matplotlib,sklearn(提供大量常見的機器學習演算法) | 顯示認證 | Jun,2025 |
| Google Cloud學程結業證書 |
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顯示認證 | Jun,2025 | |
| Kaggle | Data Visualization | Python seaborn(是Matplotlib進階版的繪圖函式庫),pandas,matplotlib | 顯示認證 | Jun,2025 |
| Linkedin Learning | Network_Security_Awareness | Network Security,Red Team vs. Blue Team | 顯示認證 | May, 2025 |
| Kaggle | Intro to SQL | SQL | 顯示認證 | May, 2025 |
| Coursera | Business Analysis & Process Management | 顯示認證 | May, 2025 | |
| Kaggle | Intro to Machine Learning | pandas,Python,sklearn,decision tree,MSE(均方誤差,Mean square error),MAE(平均絕對值誤差,Mean absolute error) | 顯示認證 | Jun, 2025 |
| Prompt Design in Vertex AI | 顯示認證 | Jun, 2025 | ||
| Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud | ML,Big Data,Data warehouse,ETL | 顯示認證 | May, 2025 | |
| Google Cloud Computing Foundations: Networking & Security in Google Cloud | Networking & Security Fundamentals | 顯示認證 | May, 2025 | |
| Google Cloud Computing Foundations: Infrastructure in Google Cloud | REST API,IAM,RDBMS,MySQL,NoSQL,IAC,Terraform,Kubernetes | 顯示認證 | May, 2025 | |
| Google Cloud Computing Foundations: Cloud Computing Fundamentals | Cloud Computing(IaaS,PaaS,SaaS) | 顯示認證 | May, 2025 | |
| Integrating Applications with Gemini 1.0 Pro on Google Cloud | 顯示認證 | May, 2025 | ||
| Introduction to Vertex AI Studio | Vertex AI Studio | 顯示認證 | May, 2025 | |
| Introduction to Image Generation | Fundamental of Diffusion Model | 顯示認證 | May, 2025 | |
| Introduction to Responsible AI | Responsible AI | 顯示認證 | May, 2025 | |
| Introduction to Large Language Models | LLM Fundamentals | 顯示認證 | May, 2025 | |
| Introduction to Generative AI | Generative AI | 顯示認證 | Apr, 2025 |
Certificates
| Organization | Name | Awarded Date | |
|---|---|---|---|
| 財團法人中華民國電腦技能基金會（Computer Skills Foundation） | TQC+ Python程式語言 | Oct, 2023 | 永久 |
| 臺灣急救教育推廣與諮詢中心 | CPR證照 | Oct, 2021 | Oct,2023 |
Awards(獎項)
-
德育獎 (Moral Excellence Award) - 慈大附中 -國中部(頒發機構)
獲獎年份：2016
說明：因在學期間品德與行為表現優良而獲頒此獎。
Projects
訂購遊戲系統(在學校的視窗程式設計課程_製作)
- 使用技術:C# win form
(Technology:C# winform) - 選擇訂購主機
(choosing an ordering host) - 選擇遊戲
(Pick some games) - 輸入訂購者
(Enter the orderer) - 輸入連絡電話
(Enter contact phone number) - 輸入收件地址
(Enter the delivery address) - 選擇寄送日期
(Select delivery date) - 點擊新增
(Click the Add button) - 訂購明細，顯示在右側
(The order details will be displayed on the right.)
資料科學研究方法&機器學習 課程_取新北市娛樂稅稅源-資料按月別分析
(Data Science Research Methods & Machine Learning Course_Extracting New Taipei City Entertainment Tax Sources-Data Analysis by Month)
- 使用技術:Python
(Technology:Python) - 小組作業，其他組員負責做ppt
(Independent development, other team members are responsible for making PPT) - 我主要負責:Python的程式碼撰寫
(I am mainly responsible for: Python code writing)
- 先將資料有缺失的，或極端值做處理
(First, process the missing data or extreme values.) - 用matplotlib(Python繪圖函式庫)
Using matplotlib (Python plotting library) - 取資料項目做折線圖分析
(Take data items to do line chart analysis)
(Conclusion: In 2020~2021, due to the epidemic, the displayed value is the smallest)
水果商行購物車app(Fruit store shopping cart)
- 使用技術:APP Inventor
- 勾選水果項目
(Check the fruit item.) - 輸入購買數量
(Enter the purchase quantity.) - 依據價錢，計算優惠後的總價
(Calculate the total price after discount based on the price.)
加解密演算法效能及安全性分析(Encryption and decryption algorithm performance and analysis.)
- 小組作業
- 我主要負責:Linux Ubuntu的加密演算法(command)，計算文件的hash值，執行速度+ppt的結論
(I am mainly responsible for: Linux Ubuntu encryption algorithm (command), calculating the hash value of the file, execution speed + ppt conclusion.) - 使用作業系統:Windows,Linux.
(Using Operating System:Windows,Linux) - AES(對稱式加密演算法)效能更高，但金鑰⾧度較短，被視為較不安全
(AES (symmetric encryption algorithm) is more efficient, but has a shorter key length and is considered less secure.) - RSA(非對稱式加密演算法)使用的金鑰⾧度較⾧，安全性較高
(RSA (asymmetric encryption algorithm) uses a longer key and is more secure.) - DES較為不安全的演算法
(DES is a less secure algorithm) - MD5 存在碰撞攻擊的風險，被視為較不安全
(MD5 is at risk of collision attacks and is considered less secure) - SHA256較安全
(SHA256 is more secure) - SHA1執行效能較MD5慢一些
(SHA1 is slower than MD5 in terms of performance) - 所使用的Windows核心數目較多，所以執行效能較Linux的高
(The number of Windows cores used is larger, so the execution performance is higher than that of Linux.)
Kaggle Data Visualization專案
Kaggle Deep Learning專案
- A Single Neuron
- Deep Neural Networks
- Stochastic Gradient Descent
- Overfitting and Underfitting
- Dropout and Batch Normalization
- Binary Classification
Kaggle Computer Vision專案
Kaggle Advanced SQL專案
Kaggle Feature _Engineering專案
Javascript_Project專案