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Past
資料科學 @精藤股份有限公司
2022 ~ 2024
Within one month
Python
Scikit-Learn
Tableau
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
6-10 years
台北市職能發展學院
商業企劃與虛擬實境應用
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Past
Data Engineer @技嘉集團 技鋼科技
2022 ~ 2024
資料分析師、資料科學
Within one month
R
Python
Excel
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
國立交通大學 National Chiao Tung University
統計學
Avatar of 林士傑.
Avatar of 林士傑.
Past
資深主任 @台灣客服科技股份有限公司
2018 ~ 2024
AI工程師、機器學習工程師、數據分析師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
球館開發語言模型機器人並整合 LineBOT,參與玉山人工智慧公開挑戰賽,進一步強化語言模型設計與實務應用能力。 希望職稱 : 資料科學家、商業數據分析師 內湖區, 台北市, 台灣 工作經歷 資深主任 • 台灣客服科技股份有限公司 AugMar一) 數據分析 1.電信
python
sql
tableau
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
統計學
Avatar of Gavin Jang.
Avatar of Gavin Jang.
AI Engineer @Revlis Biotech Co. Ltd., Yunlin County, Taiwan
2022 ~ 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 one month
Gavin Jang AI Engineer Taichung City, Taiwan As a highly experienced Data Scientist and AI Engineer, I have built various models that effectively address real-world challenges in diverse industries. My accomplishments include an ARIMA model for forecasting shrimp fishery in west Taiwan, a DNN model for deep-sea fishery in the West/Central Pacific, Auto-Encoder models for reconstructing and de-noising ECG signals, a WaveGAN model for generating ECG signals, a BERT-like self-supervised ECG model, and a multimodal LLM for ECG signal analysis. Accomplishments Multimodal LLM for ECG Signal Analysis BERT-like Self
Deep Learning
Machine Learning
Statistics
Employed
Ready to interview
Taiwan
Full-time / Interested in working remotely
10-15 years
National Sun Yat-sen University
Biological Oceanography, Multivariate Analysis, Time Series Analysis
Avatar of 梁民志 Renaldi.
Offline
Avatar of 梁民志 Renaldi.
Offline
AI Application Engineer @Crypto-Arsenal(奇策智能雲端股份有限公司)
2024 ~ 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 one month
梁民志 Renaldi 清大資工 | Ex. 工研院, Adidas Generative AI | Deep Learning 新竹市, 台灣[email protected] https://www.linkedin.com/in/renaldi-ega-h/ https://www.kaggle.com/eren2222 Work Experience JunePresent Taipei, Taiwan AI Application Engineer Crypto-Arsenal(奇策智能雲端股份有限公司) - Developed an end-to-end RAG pipeline for a multi-agent Generative AI chatbot - Built and integrated key components, including LLM and pipeline using LangGraph
Python
Data Science
Machine Learning
Studying
Ready to interview
Taiwan
Intern / Interested in working remotely
4-6 years
國立清華大學
資訊工程
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Past
Data Engineer @Rooit Inc. (XO App)
2023 ~ 2023
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
Data Analysis
Data Science
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
6-10 years
中國醫藥大學(China Medical University)
臨床醫學研究所
Avatar of Shammi HSIEH.
Avatar of Shammi HSIEH.
Past
資訊人員 @新北市淡水區公所
2023 ~ 2024
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
營收報表、電話接聽、櫃檯接待、客戶聯絡及公司業務洽詢 學歷 大學 私立致理科技大學 資訊管理系 四技畢業| 2009/9~2014/7 高中 國立臺北商業大學 資料處理科 高職畢業| 2006/9~2009/6 技能 Pyhton、MySQL、Java Wordpress MAC、IOS、WINDOWS 語言 英文 聽:普通、說: 普通 、讀: 普通 、寫: 普通
office
Python
WordPress
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
致理科技大學
資訊管理系
Avatar of 傅驛爲.
Avatar of 傅驛爲.
專案經理 @MXIC
2022 ~ Present
Big Data Engineer
Within one month
服務,負責: 使用統計方法結合半導體專業知識,協助工廠排除設備異常、提升良率與產能,著重 Fault Detection and Classification ( FDC) 領域。 管理並指導資料分析工程師,作為部門代表參與廠級 FDC 會議,負責跨部門溝通與專案推動及系統設計。 職涯目標 : 尋求資料科學領域相
Excel
PowerPoint
R
Employed
Ready to interview
Full-time
6-10 years
國立交通大學(National Chiao Tung University, NCTU)
統計學
Avatar of 郭灃儀 (Fong-Yi Guo).
Avatar of 郭灃儀 (Fong-Yi Guo).
Data Scientist @創星物聯科技股份有限公司
2021 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
government-funded research projects, such as flood detection using driving images, where I was involved in model development, solution design, and report writing. I collaborate with cross-functional teams and we are planning to implement MLOps for model deployment in the future. 作為 Trans-IoT 的資料科學家,我領導物聯網應用開發 AI 驅動的解決方案,專注於機器學習模型、後端系統和資料工程。我負責設計和優化資料
Python
yolo
Deep learning with TensorFlow
Employed
Ready to interview
Taiwan
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Cognitive Neuroscience
Avatar of Jessie Lin.
Avatar of Jessie Lin.
Past
Project manager, B2B跨境電商運營專員、B2B行銷、國外業務 @智匯家有限公司
2020 ~ 2024
PM/產品經理/專案管理
Within one month
力強,23年開始跨領域攻讀臺中科技大學資訊管理系的在職碩士,研究領域為機器學習的應用,希望未來能夠在AI、資料科學領域發展。 專長 專案管理 新產品開發流程管理 制定專案時程與文件管理 品質管理、 檢驗 行銷策略制定 任務分配及資料
Word
PowerPoint
ERP
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
6-10 years
國立臺中科技大學National Taichung University of Science and Technology.
資訊管理學系

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Within one month
清大資工 | Ex. 工研院, Adidas
Logo of Crypto-Arsenal(奇策智能雲端股份有限公司).
Crypto-Arsenal(奇策智能雲端股份有限公司)
2024 ~ Present
新竹市, 台灣
台灣
Professional Background
Current status
Studying
Job Search Progress
Ready to interview
Professions
Project Manager, Data Analyst, Data Scientist
Fields of Employment
Manufacturing, Strategy, Organization / Management
Work experience
2-4 years work experience (4-6 years relevant)
Management
I've had experience in managing 10-15 people
Skills
Python
Data Science
Machine Learning
SQL
PyTorch
LLM
LangChain
Web Crawler
BeautifulSoup
Selenium
Languages
English
Native or Bilingual
Indonesian
Native or Bilingual
Chinese
Beginner
Job search preferences
Positions
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
Job types
Intern
Locations
Taiwan
Remote
Interested in working remotely
Freelance
No
Educations
School
國立清華大學
Major
資訊工程
Print

梁民志 Renaldi

清大資工 | Ex. 工研院, Adidas

Generative AI | Deep Learning

Work Experience


June 2024 - Present
Taipei, Taiwan

AI Application Engineer

Crypto-Arsenal(奇策智能雲端股份有限公司)

  • - Developed an end-to-end RAG pipeline for a multi-agent Generative AI chatbot
    - Built and integrated key components, including LLM and pipeline using LangGraph, LangChain, ChromaDB
    - Leveraged OpenAI, Ollama, and AWS Bedrock as the core
    - Novel multi-agentic approach, resulting in seamless and contextual relevant responses

June 2024 - January 2025
Taipei, Taiwan

Deep Learning Engineer

巨量移動科技有限公司

  • Joint project by MOEA (經濟部產業發展署) and MODA (數位發展署數位產業署
    - Generative deep learning for medical purposes
    - GAN, Diffusion Model, etc.
    - Built, maintained, and made SOP for a medical database in MySQL from scratch

January 2023 - February 2024
Taipei, Taiwan

Costing and Material Supervisor (報價用量

翔鑫堡工業股份有限公司 (Adidas ODM)

  • Focus on Product Development Department (開發/量化部)
    - Managed end-to-end material assessment of 100+ articles and 40+ models per season
    - Achieved target FOB (TFOB) while maximizing product profitability.
    - Developed and led production automation projects to increase product net profit margin (NPM) by at least 20% per model
    - Ensured smooth project transfer from the Development to the Production stage.

August 2021 - January 2023
Taipei, Taiwan

Production Project Manager (Centralized)

翔鑫堡工業股份有限公司 (Adidas ODM)

  • Focus on Production Department (生產中心)
    - Handled projects in centralized areas of 2 Production buildings with a monthly capacity of 500,000 pairs and 120 employees
    - Developed and led inter-department cost reduction projects through digitalization and optimized process flow, starting with material preparation, process, distribution, and replenishment. Reducing total Production material replenishment from 0.35% of weekly Freight-on-Board (FOB) value to 0.03% in 4 months
    - Implemented continuous Lean, 6S, Kaizen, JIT, ERCS, and Automation system in Production to eliminate waste and streamline production flow
    - Awarded 5 monthly and 2 semiannual Kaizen awards focusing on cost reduction and process efficiency

December 2019 - August 2021
Taipei, Taiwan

Research Assistant

工研院 (ITRI)

  • ITRI is one of Taiwan’s leading research institutions. Worked in the ISTI (Industry, Science, and Technology International Strategy Center - 產科國際所) office of ITRI. Researching the economy, industry, and policy of Indonesia.
    - Major Projects: Omnibus Law on Job Creation, COVID-19 Impacts on Key Industries, Smart City Initiatives, Investment and Industrial Regulations Analysis, and Industrial Parks Report

October 2018 - February 2019
Taipei, Taiwan

Market Manager

Pegipegi.com | Top #3 Tourism Startup in Indonesia

  • - Pegipegi is Indonesia’s #3 e-commerce travel platform
    - Managed 300 – 350 properties ranging from 5-stars to homestay to increase their revenue through various data-driven decisions
    - Made at least 3 newly registered properties from the “Low Priority” to “High Priority” category in each campaign
    - Acquiring at least 25 new registered properties each month

Education


2024 - 2025

國立清華大學

資訊工程

Focus in Data Science and Machine Learning
Joining Professor 孫宏民 Research in Machine Learning / Fintech

2019 - 2021

國立臺灣科技大學 (National Taiwan University of Science and Technology)

MBA Program

Cum Laude Honor
NTUST International Student Scholarship

Skills


  • Python
  • Data Science
  • Machine Learning
  • SQL
  • PyTorch
  • LLM
  • LangChain

Languages


  • English — Native or Bilingual
  • Indonesian — Native or Bilingual
  • Chinese — Beginner
Resume
Profile

梁民志 Renaldi

清大資工 | Ex. 工研院, Adidas

Generative AI | Deep Learning

Work Experience


June 2024 - Present
Taipei, Taiwan

AI Application Engineer

Crypto-Arsenal(奇策智能雲端股份有限公司)

  • - Developed an end-to-end RAG pipeline for a multi-agent Generative AI chatbot
    - Built and integrated key components, including LLM and pipeline using LangGraph, LangChain, ChromaDB
    - Leveraged OpenAI, Ollama, and AWS Bedrock as the core
    - Novel multi-agentic approach, resulting in seamless and contextual relevant responses

June 2024 - January 2025
Taipei, Taiwan

Deep Learning Engineer

巨量移動科技有限公司

  • Joint project by MOEA (經濟部產業發展署) and MODA (數位發展署數位產業署
    - Generative deep learning for medical purposes
    - GAN, Diffusion Model, etc.
    - Built, maintained, and made SOP for a medical database in MySQL from scratch

January 2023 - February 2024
Taipei, Taiwan

Costing and Material Supervisor (報價用量

翔鑫堡工業股份有限公司 (Adidas ODM)

  • Focus on Product Development Department (開發/量化部)
    - Managed end-to-end material assessment of 100+ articles and 40+ models per season
    - Achieved target FOB (TFOB) while maximizing product profitability.
    - Developed and led production automation projects to increase product net profit margin (NPM) by at least 20% per model
    - Ensured smooth project transfer from the Development to the Production stage.

August 2021 - January 2023
Taipei, Taiwan

Production Project Manager (Centralized)

翔鑫堡工業股份有限公司 (Adidas ODM)

  • Focus on Production Department (生產中心)
    - Handled projects in centralized areas of 2 Production buildings with a monthly capacity of 500,000 pairs and 120 employees
    - Developed and led inter-department cost reduction projects through digitalization and optimized process flow, starting with material preparation, process, distribution, and replenishment. Reducing total Production material replenishment from 0.35% of weekly Freight-on-Board (FOB) value to 0.03% in 4 months
    - Implemented continuous Lean, 6S, Kaizen, JIT, ERCS, and Automation system in Production to eliminate waste and streamline production flow
    - Awarded 5 monthly and 2 semiannual Kaizen awards focusing on cost reduction and process efficiency

December 2019 - August 2021
Taipei, Taiwan

Research Assistant

工研院 (ITRI)

  • ITRI is one of Taiwan’s leading research institutions. Worked in the ISTI (Industry, Science, and Technology International Strategy Center - 產科國際所) office of ITRI. Researching the economy, industry, and policy of Indonesia.
    - Major Projects: Omnibus Law on Job Creation, COVID-19 Impacts on Key Industries, Smart City Initiatives, Investment and Industrial Regulations Analysis, and Industrial Parks Report

October 2018 - February 2019
Taipei, Taiwan

Market Manager

Pegipegi.com | Top #3 Tourism Startup in Indonesia

  • - Pegipegi is Indonesia’s #3 e-commerce travel platform
    - Managed 300 – 350 properties ranging from 5-stars to homestay to increase their revenue through various data-driven decisions
    - Made at least 3 newly registered properties from the “Low Priority” to “High Priority” category in each campaign
    - Acquiring at least 25 new registered properties each month

Education


2024 - 2025

國立清華大學

資訊工程

Focus in Data Science and Machine Learning
Joining Professor 孫宏民 Research in Machine Learning / Fintech

2019 - 2021

國立臺灣科技大學 (National Taiwan University of Science and Technology)

MBA Program

Cum Laude Honor
NTUST International Student Scholarship

Skills


  • Python
  • Data Science
  • Machine Learning
  • SQL
  • PyTorch
  • LLM
  • LangChain

Languages


  • English — Native or Bilingual
  • Indonesian — Native or Bilingual
  • Chinese — Beginner