Cake Talent Search

John Francis Mansos Currently taking Masters of Science Program in Remote Sensing Science and Technology Former Data Science/Systems Engineer Former Embedded Systems/Web Engineer 219 Jianxing Rd., Zhongli District, Taoyuan City, [email protected] https://www.linkedin.com/in/francismansos/ 工作經歷 NovemberAugust 2024 Makati City, Philippines Systems Engineer II Equicom Solutions, Inc. Work focused on Robotic Process Automation and Data Science projects. Projects include updating and maintaining databases in MS SQL/PostgreSQL and dashboards using Sisense Analytics. DecemberOctober 2018 Makati

決策效率 90% 。 數據素養推廣與內部賦能：規劃並執行 10+ 場數據分析與 BI 工具培訓，影響 300+ 名員工 。 八月八月 2023 技能 Python SQL Data Modelling Data Science Data Analysis Data Visualization Machine Learning Project Management FineReport 語言 English — 中階 Chinese — 母語或雙語 學歷國立高雄科技大學(原高雄應用科技大學) 資訊管理所 - 主要

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 DecemberAugust 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 La...

/對戰 遊戲測試 - 統整和回報專案和測試進程 - 自動下注驗證RTP分布機率是否正常 - 協助計算遊戲機率和賭場優勢 Rooit inc., Data Engineer, Jan 2023 ~ Oct 2023 Python/MongoDB/Business Analysis/Data Analysis/Bigquery/Redis/Tableau/Neo4J/Flask - 利用Python爬取大陸論壇的人物照片擷取可用5000張圖片進行推

processes using GitLab CI/CD, reducing release time by 50% and increasing test coverage to significantly improve system stability. Successfully implemented a new billing reconciliation system, reducing daily manual work time by two hours, which improved team efficiency and accuracy in financial processing. Education Queen Mary University of London MSC Computer Science 2018 ~ 2019 National Kaohsiung University of Technology BSC Information Management 2014 ~ 2018 Awards & Certifications Certification : Microsoft Certified Solutions Developer (Credential ID GAward : Culture champion, 2022 Micron Technology, New logical operations to improve data analysis. Culture champion, 2023 Micron Technology, Image analysis operation enhancement.

總務，處理日常行政事務與跨部門協調，提升團隊運作流暢度。 學歷 Education SepJun 2015 淡江大學 Tamkang University 數學系-資料科學與數理統計組 Mathematics - Data Science and Statistical Analysis SepJun 2011 基隆女中 Keelung Girl's High School 普通科 進修 工研院 | 數據分析師養成班學習Python與SQL，進行資料庫探勘與網頁爬蟲專

learn, PyTorch) models for bacteria-phage interaction prediction and E. coli host assignment which achieved accuracies of over 90% and revealing insights into AMR and phylogeny. Pipeline Engineering : Automated genomic data processing via containerized pipelines, streamlining model training/testing and outputting a comprehensive isolate report from raw data in 2 hours. Tool Deployment : Built an internal Flask web app for sequence analysis and ML predictions. Scalability : Leveraged HPC/cloud platforms (Google Cloud, CLIMB) to process over 8TB of genomic data, enabling large-scale ML model training, validation and testing. Communication : Presented at international