{"id":366,"date":"2021-05-23T06:52:49","date_gmt":"2021-05-23T09:52:49","guid":{"rendered":"http:\/\/brunodaikiyamada.com\/?page_id=366"},"modified":"2023-05-03T21:25:47","modified_gmt":"2023-05-04T00:25:47","slug":"bruno-yamadas-portfolio","status":"publish","type":"page","link":"http:\/\/brunodaikiyamada.com\/?page_id=366","title":{"rendered":"Data Science Portfolio"},"content":{"rendered":"\n<div class=\"wp-block-uagb-container uagb-block-b829d6f5 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-container uagb-block-19c8c3cd\">\n<div class=\"wp-block-uagb-info-box uagb-block-840c1bdb uagb-infobox__content-wrap  uagb-infobox-icon-above-title uagb-infobox-image-valign-top\"><div class=\"uagb-ifb-content\"><div class=\"uagb-ifb-title-wrap\"><div class=\"uagb-ifb-separator\"><\/div><h1 class=\"uagb-ifb-title\">Data Science Portfolio<\/h1><\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uag-blocks-common-selector uagb-block-6249b2eb\">\n<div class=\"wp-block-uagb-image uagb-block-dcef3e8b wp-block-uagb-image--layout-default wp-block-uagb-image--effect-static wp-block-uagb-image--align-none\"><figure class=\"wp-block-uagb-image__figure\"><img decoding=\"async\" srcset=\"http:\/\/brunodaikiyamada.com\/wp-content\/uploads\/2023\/04\/image_ds-1024x790.png , http:\/\/brunodaikiyamada.com\/wp-content\/uploads\/2023\/04\/image_ds-1024x790.png 360w\" sizes=\"auto, (max-width: 480px) 150px\" src=\"http:\/\/brunodaikiyamada.com\/wp-content\/uploads\/2023\/04\/image_ds-1024x790.png\" alt=\"\" class=\"uag-image-892\" width=\"1024\" height=\"790\" title=\"\" loading=\"lazy\"\/><\/figure><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uag-blocks-common-selector uagb-block-a05cd2f6 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"inherit-container-width wp-block-group alignfull is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-media-text alignfull is-stacked-on-mobile is-vertically-aligned-center\" style=\"grid-template-columns:41% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"826\" src=\"http:\/\/brunodaikiyamada.com\/wp-content\/uploads\/2023\/04\/wp_virtus.png\" alt=\"\" class=\"wp-image-893 size-full\" srcset=\"http:\/\/brunodaikiyamada.com\/wp-content\/uploads\/2023\/04\/wp_virtus.png 500w, http:\/\/brunodaikiyamada.com\/wp-content\/uploads\/2023\/04\/wp_virtus-182x300.png 182w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h5 class=\"wp-block-heading\">Projects Developed<\/h5>\n\n\n\n<h2 class=\"wp-block-heading\">Mid-Level Data Scientist at VirtusPay<\/h2>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-7387b849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h6 class=\"wp-block-heading\"><strong>Main Credit and Fraud Score Modeling<\/strong><\/h6>\n\n\n\n<p class=\"wp-block-paragraph\">Overhauled the main credit score, updating to modern standards and practices. <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h6 class=\"wp-block-heading\"><strong>Bureau Credscore Customization<\/strong><\/h6>\n\n\n\n<p class=\"wp-block-paragraph\">Customized bureau credscore to better fit to Virtus&#8217; target public, using their own features to create an optimized score.<\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-7387b849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h6 class=\"wp-block-heading\"><strong>Dataviz Standarisation<\/strong><\/h6>\n\n\n\n<p class=\"wp-block-paragraph\">Established data visualization workflow and practices for Virtus&#8217; data science team.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h6 class=\"wp-block-heading\"><strong>Model Use Strategy Analysis<\/strong><\/h6>\n\n\n\n<p class=\"wp-block-paragraph\">Analysed score output from proposed model to define model use policy in production.<\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-7387b849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h6 class=\"wp-block-heading\"><strong>Model Deployment<\/strong><\/h6>\n\n\n\n<p class=\"wp-block-paragraph\">Directly engaged with other teams to manage model deployment and use strategy.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h6 class=\"wp-block-heading\"><strong>Virtus Learning Initiative<\/strong><\/h6>\n\n\n\n<p class=\"wp-block-paragraph\">Led internal education initiative to spread data science related basic knowledge through classes and hands-on workshops.<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"inherit-container-width wp-block-group alignfull has-ast-global-color-1-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns alignwide are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-7387b849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#ffffff\">Want to see code?<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#d7d7d7\">Check out my repositories on my GitHub. <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-cbcdc57d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-50\"><a class=\"wp-block-button__link has-ast-global-color-1-color has-ast-global-color-5-background-color has-text-color has-background wp-element-button\" href=\"https:\/\/github.com\/bruno153\" style=\"padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\" target=\"_blank\" rel=\"noreferrer noopener\">My github<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Projects Developed Mid-Level Data Scientist at VirtusPay Main Credit and Fraud Score Modeling Overhauled the main credit score, updating to modern standards and practices. Bureau Credscore Customization Customized bureau credscore to better fit to Virtus&#8217; target public, using their own features to create an optimized score. Dataviz Standarisation Established data visualization workflow and practices for &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"http:\/\/brunodaikiyamada.com\/?page_id=366\"> <span class=\"screen-reader-text\">Data Science Portfolio<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":298,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"disabled","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"enabled","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"class_list":["post-366","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.11 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Science Portfolio - Bruno Yamada<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/brunodaikiyamada.com\/?page_id=366\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Science Portfolio - Bruno Yamada\" \/>\n<meta property=\"og:description\" content=\"Projects Developed Mid-Level Data Scientist at VirtusPay Main Credit and Fraud Score Modeling Overhauled the main credit score, updating to modern standards and practices. 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