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and standards (ISOContract Assistant Research Fellow Compal Electronics Inc., • SepDec 2022 Mapping Cancer treatment data to the FHIR format(JSON) Writing conversion rules using PostgresSQL store procedure Yang Ming Chiao Tung University Master's degree • SepJul 2021 Create healthcare ChatBot by using LINE Bot and health-related standards (FHIR) NLP Model training by using Word2Vec & Doc2vec LINE API developer ( Python + Flask ) LINE Message API & LIFF App developer (Node.js) Familiar with HL7 FHIR Standard Software Engineer Universal EC Inc., • NovSep 2018 Improved point processing performance by 95%, reducing the time from 24H to 1H (BulkCopy and

李昀庭 Data scientist Taiwan 技能 Machine learning and Engineering skills: Python, Big Query, Google Storage, Linux, Docker, GCP, AWS, Scikit-learn, Tensorflow, Pytorch, MLOps, FastAPI, Machine Learning, Deep Learning, Computer Vision, NLP Experimental design, Project management, Product design English - TOEIC 725 工作經歷 AI工程師 Playsee NovPresent Taipei, Taiwan 自動化標註推薦系統 設計並實踐架構取代25個標註者並及時標記和篩選視頻審核內容。 設計並優化影片

大數據分析班第一個有完整架構的產品，包含App（chrome extension）、API（GCP）和Database（MongoDB）。 在毫無App開發經驗下，自學JavaScript，短時間內完成chrome extension開發。 用自然語言處理(NLP)將公司資訊連結到薪資資訊。 曾以此題參與 g0v hackathon 19th 8分鐘短講。 學歷 國立中央大學 碩士 • 物理 •Thesis : Dynamics of monomers and

Chun Shan, Wang Email: chunshan.connect @gmail.com SUMMARY A software engineer with 4+ years in ML and Data Engineering. Delivering reliable solutions in the commercial, educational, and psychological counseling fields with NLP Skills. Deep in deployment systems for stable, valuable, and trustworthy development. My background uniquely merges data and machine learning development. KEYWORDS: Python, NLP/NLU, Backend, API, Data, CI/CD EDUCATION ILAC, General English Adult, Canada, Oct– FebNational Central University, Master of Network Learning Technology, Taiwan, Sep– JulKinki University , International exchange students of Industrial Science and Technology , Japan

Masters level researcher in the UFPR Research and Development project "Artificial Intelligence based on Cognitive Automation and Similarity Matching applied to Transmission and Generation Electrical Studies for Construction Efficiency and Management". Experience with ATP, ANAFAS and ANAREDE software, Programming in Python and Matlab for automation development. Implementation of NLP methods for semantic analysis and similarity search FebruaryJune 2023 Supply Chain Specialist Enel Brasil Third-party contractor for Indra, managing contracts and orders for electrical materials and equipment. Extractions and development using SAP Technical specifications, sales procedures and contact with suppliers. Stock management and delivery planning.

Hafiza Anam Masood I am a highly ambitious and self-driven individual skilled in Advanced Quantitative Research and Applied Methodology, currently immersed in a cutting-edge research project utilizing machine learning and NLP. Certified in Python for Financial Programming and Data Science Tools, complemented by practical insights from an Ethical Finance internship. Completed the Cambridge Islamic Finance Structuring Master, showcasing a global perspective. Proven proficiency in diverse Python projects, eager to contribute to impactful educational endeavors. https://www.linkedin.com/in/hafiza-anam-masood-ba7b09121 , Email: drhafizaanam@gmail.

HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a recommender system based on real-world e-commerce sessions, 2023/02/08 - Bronze medal (solo): (Kaggle) H&M Personalized Fashion Recommendations: Provide product recommendations based on