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AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist

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104人力銀行_一零四資訊科技股份有限公司

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喬康豪

全端工程師 @中冠資訊股份有限公司

・

2021 ~ Present

網站後端工程師

Within one month

2017 ~ Sep 2018 實驗室要導入時間序列相關深度學習之先導研究，題目為自然語言處理，利用tensorflow搭建NLP語言模型 (1) 文本分類：利用RNN與CNN進行文本分類。 (2) Word to vector：文字向量轉化 (3) 文本摘要總結：利用sequence to sequence模型架構，輸入經由encoder壓縮，再經由decoder解碼進行

Vue.js

Node.js / Express.js

k8s

Full-time / Interested in working remotely

6-10 years

清華大學 National Tsing Hua University

・

核子工程 nuclear engineering

許景濬

專業副理 @元大銀行

・

2023 ~ Present

PM/產品經理/專案經理/商業分析師/決策分析師

Within one month

術，研究華語文線上寫作中的偏誤問題，利用自習與進修類神經網路演算法與自然語言處理 ( 其中包括類神經網路演算法 RNN 、 word2Vec 、 CRF 、 k-means 分類法等技術 ) 實現 NLP 在ＡＩ學習與資料分析上的應用。核心功能在線上教學平台即時判斷線上學習者所撰寫

data stage etl tool

python programming

PMP國際專案管理師證照

Full-time / Interested in working remotely

國立台灣師範大學 National Taiwan Normal University

・

教育心理與輔導學系測驗科技組博士班

chen chopper

助理工程師 @行政法人國家資通安全研究院

・

2023 ~ Present

滲透測試、資訊安全、系統開發、程式設計

Within one month

美國參訪Defcon國際資安研討會。技能 Skills Programming C語言 / C++ Python VB Powershell Cyber Security 滲透測試 (KALI) Metasploit Burp Suite Nmap Hydra 惡意程式逆向分析 IDA pro Ghidra GDB x64-Debugger Dnspy 事件處理威脅情資封包分析 WiresharK Android APP逆向工程 Jadx 模糊測試 AFL++ Language Chinese English TOEIC 635 AI Scikit-learn Tensorflow Keras CNN RNN Attention Office Word PowerPoint Excel Other Photoshop PowerDirector

python語言

Assembly Language

Full-time / Interested in working remotely

4-6 years

國立臺北科技大學NTUT

・

自動化工程研究所

王豪逸

Software Developer @ZeroLogix

・

2022 ~ Present

前端工程師 Front-End Developer

Within one month

練資料來源。另外也想研究影集與字幕，這類較容易取的但是雜亂的資料是否適用於機器學期訓練。使用CNN提取影像特徵，RNN提取對話的內容並產生回應的句子。國立中山大學資訊管理學系，2013 年 8 月年 6 月畢業專題: Waitbot 使用智慧型手機結合機

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Available for paid companies

Data Engineer @MediaTek Inc.

・

2019 ~ Present

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金爾康

Engineering Manager @Viscovery 創意引晴股份有限公司

・

2018 ~ Present

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and its tags, and could predict solely with image in future testing phase. Under Graduate Research Assistant, SepAug 2014 Speech Processing Laboratory, NTU Researched in Deep Neural Network and Probabilistic Graphical Model, including Recurrent Neural Network and Regularized Mixture Model Surveyed various word embedding method, including Recurrent Neural Network (RNN), word2vec, paragraph vector. Working Experience Intern, JulDec 2014 Phalanx Biotech Develop machine learning solutions for cancer gene detection and TSMC semiconductor quality prediction. Intern, JulAug 2013 Solid State System Assisted in CMOS MEMs microphone product development including proto-type simulation, fabrication/packaging process, defect analysis and

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・

2018 ~ Present

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Within one year

generative-design)與算圖工作。 Education 國立東華大學藝術創意產業學系Skills Python Numpy / Pandas / Polars Celery FastAPI Visualization Rust Tauri Poem Tokio Polars CICD Docker Docker-compose K8S Gitlab CI Github Action Deep Learning CNN / RNN / GNN Reinforcement Learning Tensorflow Pytorch Keras Other Language Rust javascript Swift C / C++ Dart Design Photoshop illustrator After Effects Cinema 4D 3D Modeling / Rendering Generative Design Side Project TradingGym more 這個專案啟發於openai的gym，gym是一個

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資料分析師

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SAS

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統計

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Available for paid companies

研發工程師 @中國醫藥大學附設醫院 - 人工智慧醫學診斷中心

・

2020 ~ Present

AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist

Within three months

AI & Machine Learning

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tensorflow

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6-10 years

國立臺灣大學(博士肄業)

・

資訊工程學系

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Yu Ren Ke

ML / Data Engineer

Within one year

NLP: Gensim, Jieba, BERT Visualization: pyplot, ggplot2 Similarity Search: Faiss Workflow: Airflow Cloud: GCP BigQuery, GAE, GCE, GCS, Dataproc, Dataflow, Data Studio DB: MySQL, PostgreSQL Search Engine: ElasticSearch Distributed Computing: pyspark Docker Domain Knowledge Machine Learning: SVM, Logistic Regression, Random Forest, GBM,...etc. Deep Learning: CNN, RNN, LSTM, Transformer, BERT, Word Embedding, Object Detection, Reinforcement Learning, ...etc. Mobile Protocols: GPRS/WCDMA/HSPA, TCP/IP Education National Chiao Tung University, Taiwan，SepOctM.S. in Computer Science and Engineering National Chiao Tung University, Taiwan，SepJunB.S. in

Full-time / Not interested in working remotely

6-10 years

交通大學

・

資訊工程

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Definition of Reputation Credits

Technical Skills

Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).

Problem-Solving

Ability to identify, analyze, and prepare solutions to problems.

Adaptability

Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.

Communication

Ability to convey information effectively and is willing to give and receive feedback.

Time Management

Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.

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Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.

Leadership

Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.

Within one month

喬康豪

全端工程師

中冠資訊股份有限公司

・

2021 ~ Present

台灣高雄

Professional Background

Current status

Employed

Job Search Progress

Ready to interview

Professions

Front-end Engineer, Back-end Engineer

Fields of Employment

Internet of Things (IoT)

Work experience

6-10 years

Management

None

Skills

Vue.js

Node.js / Express.js

k8s

Angular

Spring Boot

TypeScript

Languages

Chinese

・

Native or Bilingual

English

・

Beginner

Job search preferences

Positions

網站後端工程師

Job types

Full-time

Locations

台灣高雄

Remote

Interested in working remotely

Freelance

Educations

School

清華大學 National Tsing Hua University

Major

核子工程 nuclear engineering

喬康豪

full-stack-engineer

前端技能 : vue.js, angular, sass, restful api, websocket

後端技能 : node.js, spring boot, , rabbitmq, websocket, k8s

Skliis

Font-End

Vue.js

angular

Sass

websocket

RWD

Back-End

spring boot

rabbitmq

websocket

Restful Api

nodejs

laravel

Deep-Learning

Object Detection

Object Tracking

YOLO

pytorch

開發工具及環境

git

docker

k8s

ubuntu

Program Language

python

nodejs

typescript

java

php

工作經歷

中冠資訊, 全端工程師, October 2021 ~ 現在

說明: 根據中鋼廠區需求進行專案

工作內容: 根據使用者需求進行前端畫面製作，表單設計及後端程式開發，將資料呈現給產線人員

其中較複雜的案子架構如下:

排程轉檔微服務 ==> db mq server <== 資料拋送微服務

↑↓ ↗

web service ↗

↑↓ 監聽mq =>警報發送

↑↓

操作頁面

排程轉檔: 約3隻微服物定時將產線資料整理做格式轉換，來源為ftp的檔案

mq資料拋送: 某些資料採用mq進行拋送，web service收到資料將觸發警報發送

web service: 處理資料庫資料及與前端的交互

卡訊電子, 前端工程師, March 2020 ~ October 2021

專案1: AI臉部追蹤
架設臉部追蹤模型於嵌入式系統，回傳人臉座標於伺服器，伺服器利用onvif協定操控設備上的攝影機進行人臉追蹤，並將畫面回傳給前端

專案2: 故障燈號檢測
自動化產品檢測，產品檢測時會有不同顏色的燈號，利用yolov3模型判斷燈號顏色來進行自動化檢測

專案3: 會議主機前端開發
與後端api串接，前端的框架為vue，使用的技術包含websocket, restful api, 多語系切換等

深度學習工程師 deep-learning-engineer, 工研院 Industrial Technology Research Institute, Sep 2018 ~ Jan 2020

自駕船計畫：辨識愛河上的船及障礙物，將辨識資訊即時回傳至操控台進行自動避碰。
工作項目：
(1) 物件辨識：利用yolo模型進行河面上之障礙物辨識
(2) 物件追蹤：利用深度學習追蹤演算法(Siames RPN)進行高速追蹤
(3) 追蹤優化：辨識結果結合Kalmam filter進行優化

youtube字幕資料收集：將內影片嵌字幕轉換成文字，生成語音訓練資料
工作項目：
(1) 資料爬蟲：使用scrapy進行字幕與影像爬蟲
(2) 字幕辨識：利用super resolution模型將影片背景黑化，再利用OCR將內嵌字幕轉換成文字

清華大學 National Tsing Hua University, 深度學習工程師 deep-learning-engineer, Oct 2017 ~ Sep 2018

實驗室要導入時間序列相關深度學習之先導研究，題目為自然語言處理，利用tensorflow搭建NLP語言模型
(1) 文本分類：利用RNN與CNN進行文本分類。
(2) Word to vector：文字向量轉化
(3) 文本摘要總結：利用sequence to sequence模型架構，輸入經由encoder壓縮，再經由decoder解碼進行文本摘要總結訓練。
(4) 對話機器人：收集大量影集對白作為訓練資料，利用sequence to sequence模型架構進行對話機器人訓練。

wemo scooter, Android app developer, Oct 2016 ~ Aug 2017

公司營運項目為電動機車租借，主要開發項目為：
(1) 依照需求進行Android App開發與修改
(2) 與後端進行restful api串接
(3) 串接google map api

學歷

清華大學 National Tsing Hua University, 碩士學位, 核子工程 nuclear engineering, 2013 ~ 2015

東海大學 Tung Hai University, 學士學位, 應用物理 physics, 2005 ~ 2010

專案

課程預約系統

說明: 使用者可以創建課程供預約服務，創建課程後會產生該課程的預約url讓使用者預約，使用者可以選擇是否同步至google行事曆
使用技術:
* 部署於k8s上，讓k8s控管達到高可用
* 使用OAth2.0進行google帳號登入
* google行事曆api串接
* 利用mq進行google行事曆同步失敗處理
* 快取層
* nodejs
* angular

專案連結:https://booking.yytest123.online
可以由以下連結進行預約體驗
課程預約: 課程預約連結
github: https://github.com/shinegojoe/laravel-booking

畫面截圖

根據不同裝置大小，有不同的預約介面設計。

Resume

Profile

喬康豪

full-stack-engineer

前端技能 : vue.js, angular, sass, restful api, websocket

後端技能 : node.js, spring boot, , rabbitmq, websocket, k8s

Skliis

Font-End

Vue.js

angular

Sass

websocket

RWD

Back-End

spring boot

rabbitmq

websocket