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Avatar of 宋浩茹 Ellie Sung.
Avatar of 宋浩茹 Ellie Sung.
宋浩茹 Ellie Sung
CakeResume Premium Badge
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 one month
methods in the past and surpassed SOTA LLMs by 39.6%, e.g., GPT3.5-Turbo , LLaMA, and Vicuna. Fine-tuned LLaMA based models (Alpaca, Vicuna) with LoRA and Adapter. Dataset Release: Open-source text update dataset (STKU Dataset). TA - Natural Language Processing with Deep Learning C ourse FebJul 2023 National Chengchi University , Dept. of Computer Science Student Count in Class: Served as a Teaching Assistant for NLP, catering to 90 students. Provided individualized guidance to students, aiding them in completing coursework and research projects, and offering assessme...
Python
R
Natural Language Processing (NLP)
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
・
資訊科學系
Avatar of the user.
Avatar of the user.
Available for paid companies
Senior engineer @Chicony Electronics Co, Ltd.
・
2018 ~ Present
全端工程師、後端工程師、前端工程師、軟體專案主管、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 one month
Python
C
C++
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taiwan Ocean University
・
Computer science and engineering
Avatar of the user.
Avatar of the user.
Available for paid companies
Past
Senior Front-End Software Engineer @KKSTREAM 香港商科科串流股份有限公司
・
2020 ~ 2022
前端工程師 Front-End Developer
Within one month
Front-End Development
Front-End Web Development
Javascript(ES6)
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立中山大學 National Sun Yat-Sen University
・
Computer Science
Avatar of 陳奕妤.
Avatar of 陳奕妤.
陳奕妤
Past
Senior Data Analyst @趨勢科技
・
2022 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Cathy Chen Sr. Data Analyst Senior data analyst with over 6 years experience in ETL, data visualization, exploratory data analysis, machine learning, deep learning, customized online dashboard using SQL , R , Python and data analytics tools. Data Scientist, Data Analyst Taipei, Taiwan [email protected] Experience Sr. Data Analyst • TrendMicro NovNow Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related data, design metrics, report and dashboard. Cross app data tracking and user journey analysis. VisionOne customers engagement score - the metrics can help fields to
python
R
SQL
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
・
統計資訊學系
Avatar of Max Wang.
Avatar of Max Wang.
Max Wang
Senior Sales Engineer @New Star Infinity Technology Co., Ltd
・
2022 ~ Present
SR sales manager, Relationship manager, Assistant sales manger
Within one month
reader , AGV/AMR , etc. and provided optical inspection solutions. -Developed potential customers, built up Sales report. -Built up Vision testing enviroment for project evaluation. Sales Manager • URVISION Co., LTD. MayNovSold components of machine vision , 2D/3D camera, lens, LED illuminator, image grabber, Deep learning software , etc. -Develop potential customers, visit customers regularly and maintain customer relationships. -Sales volume increased by 3 0% year by year. Sales Supervisor • SOLOMON Technology Corp. NovMaySold components of machine vision , such as 2D/3D camera, lens, LED illuminator, image grabber, Machine vision
PowerPoint
Word
Excel
Employed
・
Ready to interview
Full-time / Not interested in working remotely
More than 15 years
Chung Yuan Christian University
・
Biomedical Engineering
Avatar of 鄒適文.
Avatar of 鄒適文.
鄒適文
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技
・
2022 ~ 2023
資料科學家、資料科學工程師、機器學習工程師
Within one month
Shih-Wen Tsou - With more than 5 years of experience in Data Analysis, Machine Learning and Deep Learning, familiar with Modeling, Data Analysis, Image Processing, Machine Learning, and Deep Learning. Taipei City, Taiwan WORK EXPERIENCE Lead Data Scientist / Full Stack Data Scientist, Vinnovation Network, Taipei, Taiwan Data Engineering / Data Analysis Spearheaded the development of a fully automated data integration pipeline that aggregated diverse data sets into a S3 Data Lake. Successfully integrated a range of data sources, including real-time data feeds from AWS Redshift and DocumentDB, as well as batch processes to import traditional CSV
python
tensorflow
keras
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
・
大氣科學所
Avatar of Alex Yu.
Avatar of Alex Yu.
Alex Yu
Product Manager @Linker Vision
・
2023 ~ Present
PM/產品經理/專案管理
Within one month
— Alex Yu 5+ years experience as an AI engineer, 1.5 years as a co-founder and CPO. PM now. I'm a goal-oriented, self-motivated, and optimistic person. I'm seeking a full-time position that offers professional challenges utilizing interpersonal skills, excellent time management, and problem-solving skills . 工作經歷 JunePresent Product Manager Linker Vision SaaS product - Continuous learning AI platform - DataVerse. List on AWS SaaS marketplace. Product design, user persona analysis, AI industrial research. GTM strategy, LTC, CAC, Retention rate . Vision AI project
Business Development
Deep Learning
PYTHON
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣科技大學 National Taiwan University of Science and Technology
・
電機工程
Avatar of 施冠宇.
Avatar of 施冠宇.
施冠宇
Data engineer @H2 Inc.
・
2021 ~ Present
AI engineer, ML engineer, data scientist
Within three months
供相對應的數據分析 - 針對不同 project 進行 exploratory data analysis 分析 AI 工程師 • 林口長庚醫院-AI core lab 六月三月 2021 【建置 AI 模型與應用】 - 利用 AI deep learning CNN models，解決醫療領域的問題 - 利用機器學習方法輔助解決醫療領域問題 - 搭配 Linux bash shell 幫助 AI 模型的運行 1. Corneal ulcer - 建立
Airflow
Docker
AWS
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
清華大學
・
動力機械工程學系
Avatar of Demon Tsai.
Avatar of Demon Tsai.
Demon Tsai
Senior Backend Engineer @Bitgin
・
2021 ~ Present
AI Software Engineer,Deep learning Engineer
Within three months
Demon Tsai I am a senior developer with extensive experience in backend and deep learning development. I have primarily worked in startup companies in the past and have a strong interest in new technologies and acquiring expertise. I have a keen ability to learn and deep learning is my primary focus and passion. Hobby: Movies, music, skiing, camping. Taipei City, Taiwan Experience OctoberPresent Senior AI & Backend Engineer - Bitgin Build and maintain cloud systems for various products on the exchange : Established Kubernetes (k8s) clusters from scratch on AWS and GCP using EKS and GKE. Deployed foundational
C
C++
Python
Employed
・
Open to opportunities
Full-time / Interested in working remotely
10-15 years
國立交通大學（National Chiao Tung University, NCTU)
・
Institute of Network Engineering
Avatar of the user.
Avatar of the user.
Available for paid companies
高級軟體工程師 @瀚宇彩晶股份有限公司
・
2022 ~ Present
Within one month
Python
Vue.js
Node.js / Express.js
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立臺中科技大學National Taichung University of Science and Technology.
・
資訊工程系-碩士

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Senior Product Manager
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PChome Online 網路家庭
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2023 ~ Present
台灣台北
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Print
L7oagewghyvqyc5xgrbq

彭顯詠

國立中興大學資訊科學與工程學系 / 國立中興大學資訊科學與工程研究所 

 [email protected]    +886 983-798-763

   www.linkedin.com/in/hsienyung   https://github.com/seanbbear

我目前在威聯通科技擔任產品經理 ，目前主要負責的工作包含產品roadmap規劃，競品比較，進行跨團隊溝通產品方向，分析客戶需求等，負責的產品包含NAS的儲存系統，產品的內部搜尋引擎，資安以及ESG相關的電源管理產品，前一份工作是在犀動智能科技擔任機器學習工程師，主要負責的工作是開發Vocol AI這個新產品，Vocol AI是一個會議或電話錄音的相關產品，我負責研究自然語言分析(NLU)相關的部分，Open AI的ChatGPT等產品我先前都有接觸與串接API。我畢業於中興大學資訊科學與工程學系研究所自然語言處理實驗室(NCHU NLP Lab)，實驗室主要研究方向在 Deep Learning (深度學習)，Data Science (數據科學)，以及Natural Language Processing (自然語言處理)。在就讀碩士期間，我致力於研究Natural Language Generation (自然語言生成) 並且參加各種NLP相關比賽及專案，碩士論文也有發表在PAKDD這個與data mining相關的研討會上，對AI有著很高的興趣，並且喜歡去探索研究一些嶄新的科技。

經歷

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威聯通科技 QNAP Systems, Inc.

產品經理 Product Manager

2022年10月至今
  • Windows Search Protocol與Qsirch(內部搜尋引擎)整合
  • 規劃基於AI對勒索病毒預測與跨功能的資訊安全防護之產品
  • 為公司ESG策略在裝置搜尋軟體上進行電源管理專案規劃
  • 定義與建立完整的資訊安全策略及建立生態系統

犀動智能科技 Aiello Inc. 

機器學習工程師 Machine Learning Engineer

2021年10月 - 2022年8月

  • 以真實中文資料(華視新聞網站)訓練語音識別模型，在該資料上獲得CER=36.43，包含爬蟲，資料過濾，整合
  • 設計以知識圖譜(結合semantic role labeling與parsing tree)方法分析真實語音文字稿
  • 透過Airflow建立一包含資料前處理、summarize、keyword extraction的Data Pipeline

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工業技術研究院資訊與通訊研究所

Intern

2020年7月 - 2020年8月
  • 基於閱讀理解模型之法律判決書結構化
  • 實作一自動化法律判決書結構化系統，並達成86% precision
  •  資料前處理套件撰寫(取得所需欄位，資料清洗)，效能評估模組(處理單位 職稱 法條 no answer要怎麼算分)，系統後端資料庫搭建(mysql)

學歷

2019年 9月 - 2021年 8月

碩士學位 國立中興大學 資訊科學與工程學系研究所

碩士論文 : 基於強化學習之誤導推論生成 Misleading Inference Generation via Proximal Policy Optimization https://rdcu.be/cPLh2 (PAKDD 2022)

GPA : 3.8/4.2

助教 : 高等資料探勘與巨量資料分析 / 資訊檢索導論 / 社群網路與運算

2015 年 9 月 - 2019年 6月

學士學位 國立中興大學 資訊科學與工程學系

2012 年 9 月 - 2015年 6 月

國立鳳新高級中學

比賽

法律科技黑客松 2020, 特別獎

  • 透過科技的幫助，幫助法律的實際應用，例如:判決預測，法律文件撰寫等
  • 基於社群網路分析(圖形相似度演算法)之法律判決書搜尋系統
  • 負責技術：演算法分析、後端資料庫架設、題目發想

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Paragraph image 01 00@2x

2019 LINE Chatbot 對話機器人設計大賽 

  • LINE Chatbot 英閱檢察官
  • 設計一給使用者提升英文的閱讀理解能力的chat bot
  • 負責技術：API串接、模型設計、網路爬蟲、題目發想

專案

Taipei QA bot – text classification  

  • 編成語言及技術：Python、Pytorch
  • 負責技術：程式撰寫、模型訓練
  • 資料來源：從台北市政府網站上的常見問答爬取所得之資料
  • 方法：以Linear Neural Network、Recurrent Neural Network、Bert三種方式對資料做text classify任務，最後取機率最高者作為回答。
  • 功能：使用者可根據對台北市政相關疑問輸入至QA bot中，回答可能性最高的答案，使用Bert最終可獲得74.2%的正確率。

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推動大學程式設計教學計畫 - ｅ農業管家App

  • 編成語言：App inventor2 
  • 負責技術：App功能撰寫、介面格式編排、教學投影片撰寫、課程地圖架構編輯、Youtube教學影片剪輯 
  • 功能：推動大學程式設計教學企劃中農業類型App的開發教程，旨在以一個簡單且易上手的程式設計，讓非資工領域相關科系的人，也能將自己領域專長融入資工的環境中，進而推動大學中各科系對於程式領域有更多近一步合作的機會。

技能

General

  • Python
  • Linux
  • Git

Data Manipulation

  • Numpy
  • Pandas

Machine Learning

  • Pytorch
  • Scikit-Lear

Application

  • Flask
  • Streamlit
  • RESTful API
  • FastAPI

Data Engineering

  • Mysql
  • Neo4j
  • ElasticSearch
  • Airflow
  • Azure Logic App

Language

  • Mandarin(Native)
  • English

AI Engineering

  • NLP
  • Transformers
  • BERT, Albert, BART, GPT
  • Reinforcement Learning
Resume
Profile
Print
L7oagewghyvqyc5xgrbq

彭顯詠

國立中興大學資訊科學與工程學系 / 國立中興大學資訊科學與工程研究所 

 [email protected]    +886 983-798-763

   www.linkedin.com/in/hsienyung   https://github.com/seanbbear

我目前在威聯通科技擔任產品經理 ，目前主要負責的工作包含產品roadmap規劃，競品比較，進行跨團隊溝通產品方向，分析客戶需求等，負責的產品包含NAS的儲存系統，產品的內部搜尋引擎，資安以及ESG相關的電源管理產品，前一份工作是在犀動智能科技擔任機器學習工程師，主要負責的工作是開發Vocol AI這個新產品，Vocol AI是一個會議或電話錄音的相關產品，我負責研究自然語言分析(NLU)相關的部分，Open AI的ChatGPT等產品我先前都有接觸與串接API。我畢業於中興大學資訊科學與工程學系研究所自然語言處理實驗室(NCHU NLP Lab)，實驗室主要研究方向在 Deep Learning (深度學習)，Data Science (數據科學)，以及Natural Language Processing (自然語言處理)。在就讀碩士期間，我致力於研究Natural Language Generation (自然語言生成) 並且參加各種NLP相關比賽及專案，碩士論文也有發表在PAKDD這個與data mining相關的研討會上，對AI有著很高的興趣，並且喜歡去探索研究一些嶄新的科技。

經歷

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威聯通科技 QNAP Systems, Inc.

產品經理 Product Manager

2022年10月至今
  • Windows Search Protocol與Qsirch(內部搜尋引擎)整合
  • 規劃基於AI對勒索病毒預測與跨功能的資訊安全防護之產品
  • 為公司ESG策略在裝置搜尋軟體上進行電源管理專案規劃
  • 定義與建立完整的資訊安全策略及建立生態系統

犀動智能科技 Aiello Inc. 

機器學習工程師 Machine Learning Engineer

2021年10月 - 2022年8月

  • 以真實中文資料(華視新聞網站)訓練語音識別模型，在該資料上獲得CER=36.43，包含爬蟲，資料過濾，整合
  • 設計以知識圖譜(結合semantic role labeling與parsing tree)方法分析真實語音文字稿
  • 透過Airflow建立一包含資料前處理、summarize、keyword extraction的Data Pipeline

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工業技術研究院資訊與通訊研究所

Intern

2020年7月 - 2020年8月
  • 基於閱讀理解模型之法律判決書結構化
  • 實作一自動化法律判決書結構化系統，並達成86% precision
  •  資料前處理套件撰寫(取得所需欄位，資料清洗)，效能評估模組(處理單位 職稱 法條 no answer要怎麼算分)，系統後端資料庫搭建(mysql)

學歷

2019年 9月 - 2021年 8月

碩士學位 國立中興大學 資訊科學與工程學系研究所

碩士論文 : 基於強化學習之誤導推論生成 Misleading Inference Generation via Proximal Policy Optimization https://rdcu.be/cPLh2 (PAKDD 2022)

GPA : 3.8/4.2

助教 : 高等資料探勘與巨量資料分析 / 資訊檢索導論 / 社群網路與運算

2015 年 9 月 - 2019年 6月

學士學位 國立中興大學 資訊科學與工程學系

2012 年 9 月 - 2015年 6 月

國立鳳新高級中學

比賽

法律科技黑客松 2020, 特別獎

  • 透過科技的幫助，幫助法律的實際應用，例如:判決預測，法律文件撰寫等
  • 基於社群網路分析(圖形相似度演算法)之法律判決書搜尋系統
  • 負責技術：演算法分析、後端資料庫架設、題目發想

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2019 LINE Chatbot 對話機器人設計大賽 

  • LINE Chatbot 英閱檢察官
  • 設計一給使用者提升英文的閱讀理解能力的chat bot
  • 負責技術：API串接、模型設計、網路爬蟲、題目發想

專案

Taipei QA bot – text classification  

  • 編成語言及技術：Python、Pytorch
  • 負責技術：程式撰寫、模型訓練
  • 資料來源：從台北市政府網站上的常見問答爬取所得之資料
  • 方法：以Linear Neural Network、Recurrent Neural Network、Bert三種方式對資料做text classify任務，最後取機率最高者作為回答。
  • 功能：使用者可根據對台北市政相關疑問輸入至QA bot中，回答可能性最高的答案，使用Bert最終可獲得74.2%的正確率。

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推動大學程式設計教學計畫 - ｅ農業管家App

  • 編成語言：App inventor2 
  • 負責技術：App功能撰寫、介面格式編排、教學投影片撰寫、課程地圖架構編輯、Youtube教學影片剪輯 
  • 功能：推動大學程式設計教學企劃中農業類型App的開發教程，旨在以一個簡單且易上手的程式設計，讓非資工領域相關科系的人，也能將自己領域專長融入資工的環境中，進而推動大學中各科系對於程式領域有更多近一步合作的機會。

技能

General

  • Python
  • Linux
  • Git

Data Manipulation

  • Numpy
  • Pandas

Machine Learning

  • Pytorch
  • Scikit-Lear

Application

  • Flask
  • Streamlit
  • RESTful API
  • FastAPI

Data Engineering

  • Mysql
  • Neo4j
  • ElasticSearch
  • Airflow
  • Azure Logic App

Language

  • Mandarin(Native)
  • English

AI Engineering

  • NLP
  • Transformers
  • BERT, Albert, BART, GPT
  • Reinforcement Learning