https://www.rayspersonalportfolio.com/contact daily 0.75 2024-04-22 https://www.rayspersonalportfolio.com/new-page daily 0.75 2023-11-05 https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614749751505-QXIDRPOY7W8BTK6X6XDL/1519870010608.png Education M.S. in Information Systems, New York, NY 09/2021 https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614748556379-UY4K99Q908TASW1SRF2O/UIUC-Logo.png Education M.S. in Technology Management, Concentration in Data Analytics, Minor in IT, Urbana, IL 12/2018 https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614748517919-PKDAR0LHTDAJ6FALTG48/National-Central-University.png Education B.B.A in Economics, Taiwan 06/2014 https://www.rayspersonalportfolio.com/new-page-1 daily 0.75 2024-04-14 https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614748324487-PUEOONUV57AE6GAKWX1A/02-2.png https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614748411661-EO72BPSTMN9IMVHZS9VS/1200px-Formosa_Plastics_Group_logo.svg.png https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/dfa7d4c6-ff45-4037-9e43-635de80b9934/New_Merkle_Logo_NO_TAG.png https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/9b041e72-21f1-4e7d-8b4b-e5bc6d565c6f/virufy-logo-515fa4a8ffbceb618aaa14e1d781b929.png Professional Experience Virufy (Nonprofit research organization developing artificial intelligence (AI) technology to detect Covid-19 cough patterns) https://www.rayspersonalportfolio.com/project daily 0.75 2024-04-14 https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614801443101-MI8NDV4GXGQB6ZN9GMR7/image-asset.jpeg Project https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614800909003-FWXMOJQDOM9E5E0EFUJE/image-asset.jpeg Project For this project, we run the SQL function program in a miniature relational database with the order by using Python. Further, we optimize the required SQL function code with Python to observe the performance. https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1698857074010-NO560BPNJVC5ZML3HTCT/image-asset.jpeg Project Our team built a nutritional label for an ADS system that predicts heart disease. We also used mitigation techniques such as the generation of synthetic data, to create a model that can generalize better across subpopulations. In addition to fairness measures, we used interpretability tools including LIME and SHAP to observe the risk factors underlying a disease. https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614801090795-EP9LVDUSO3TUAY6CQKFN/image-asset.jpeg Project Increased movie revenue forecasting accuracy by 30% after analysis of Kaggle and Twitter IMDb datasets by utilizing Python web-scraping to extract the top 1,000 movies and applying Ensemble Learning such as Bagging, Boosting, and AdaBoost to improve the final output. https://www.rayspersonalportfolio.com/home daily 1.0 2023-11-01 https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614745126574-CW6WKW8ILGHZPNR5RBP1/Ray_Photo.jpg Home https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614745933171-J7QVEHNSVIFPQ7M3L2H7/National-Central-University.png Home B.B.A in Economics, Taiwan 06/2014 https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614746045493-VVZVIYQ5EE9EH1QDLR9L/UIUC-Logo.png Home M.S. in Technology Management, Concentration in Data Analytics, Minor in IT, Urbana, IL 12/2018 https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614746856721-TZ8WQBQ7OMG2XWW84GA9/db%2BNYU%2BCourant%2BLogo.png Home M.S. in Information Systems, New York, NY 08/2021 https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614747254572-XVYBU8RT02EVSMHND726/1200px-Formosa_Plastics_Group_logo.svg.png Home Nan Ya Printed Circuit Board Corp. https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614746922559-7AYQ1NJYDUMX71ELC1JZ/02-2.png Home Fubon Financial Holding Co., Ltd. https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/1614747024470-9PTR19CRGWW1LW1SK6VX/121477976_108935000993865_5818612495293038825_n.jpg Home Chen Kun Chuan Pediatric Hospital https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/dfa7d4c6-ff45-4037-9e43-635de80b9934/New_Merkle_Logo_NO_TAG.png Home Merkle Inc. https://images.squarespace-cdn.com/content/v1/603eca5de884730013400853/d4ddda50-4787-4cf8-ad12-1a2dfab0433a/virufy_logo.jpeg Home Virufy https://www.rayspersonalportfolio.com/home/southeast-7r8lc monthly 0.5 2019-08-19 https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1566407530014-YX3F7FTNWK436WODV8KG/image-asset.octet-stream Home - Southeast https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1566407600630-XM5CRIP1HNV8WR84QK28/image-asset.octet-stream Home - Southeast https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1563395881523-NJ41BZ9DCN5YGFLQT93V/Large+JPG-06_20160720S1_WEATHERBY_ANGLERS_219.jpg Home - Southeast https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1563392823186-KP9APFP8S0UEW7CATOED/Large%2BJPG-04_20160720S1_WEATHERBY_ANGLERS_120.jpg Home - Southeast - Friends, Family, Fish. https://www.rayspersonalportfolio.com/home/pacific-northwest-bya46 monthly 0.5 2019-08-19 https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1563386364934-ZOQA6GR6WKE0YP82UQRP/Large%2BJPG-landing-full-topleft-01.jpg Home - Pacific Northwest - Take only memories. Leave nothing but footprints. –Chief Seattle https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1563385479517-LKYUJ0IHUGSW6MUJHPAK/Large+JPG-ishimoto13.jpg Home - Pacific Northwest https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1563386450723-VFP78VMN672NZKH456FX/Large%2BJPG-Aro%2BHa_0167.jpg Home - Pacific Northwest - Creation’s music. Photo provided by Aro Ha https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1563386618190-IZWY18O3G97YYT6P6E3A/image-asset.jpeg Home - Pacific Northwest https://www.rayspersonalportfolio.com/home/southwest-3ch5c monthly 0.5 2019-08-19 https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1566407320989-J7O1SKHJP1NA0LDWUNMF/Large%2BJPG-EmptyName%2B73.jpg Home - Southwest https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1563387993825-5IPQFNJM3JHYFUBD62RM/Large%2BJPG-EmptyName%2B1.jpg Home - Southwest - Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt. https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1563387092017-7MP8U1T12V4G7X1GW8GV/Large+JPG-ishimoto1.jpg Home - Southwest https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1566407230192-GQHIWV8F0GL0CFLIVV4A/image-asset.octet-stream Home - Southwest https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1566407279335-5NVFO4DSR8I9AFXABBES/Large%2BJPG-EmptyName%2B10.jpg Home - Southwest - Lorem ipsum dolor sit amet, consectetur adipiscing elit. Cras mattis consectetur purus sit amet fermentum. https://www.rayspersonalportfolio.com/home/northeast-rxhzl monthly 0.5 2019-08-19 https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1563993547552-1Y789O8TBYA6SGTSJJN4/20130731_Trade+100_0307.jpg Home - Northeast https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1566407651732-R4YYGGRLATUK0VP97PXS/Large%2BJPG-20130731_Trade%2B100_0280.jpg Home - Northeast https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1566407767943-7SYUBNFS7ZPFD99B4Q6I/Large%2BJPG-20130731_Trade%2B100_0328.jpg Home - Northeast Lorem ipsum dolor sit amet, consectetur adipiscing. https://images.squarespace-cdn.com/content/v1/5d28a8672179580001e9a780/1563394315349-QX8L29RKW795ZF36H3UV/Large+JPG-20130731_Trade+100_0370.jpg Home - Northeast