{"id":9,"date":"2026-01-03T01:55:16","date_gmt":"2026-01-03T01:55:16","guid":{"rendered":"https:\/\/datawithabi.com\/about\/"},"modified":"2026-03-30T16:35:12","modified_gmt":"2026-03-30T16:35:12","slug":"about","status":"publish","type":"page","link":"https:\/\/datawithabi.com\/es\/about\/","title":{"rendered":"About"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"9\" class=\"elementor elementor-9\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c3e3cb e-flex e-con-boxed e-con e-parent\" data-id=\"1c3e3cb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a931f42 e-con-full e-flex e-con e-child\" data-id=\"a931f42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8d8a747 elementor-widget elementor-widget-heading\" data-id=\"8d8a747\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">About<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dd88bbf e-con-full e-flex e-con e-child\" data-id=\"dd88bbf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5576120 elementor-widget elementor-widget-heading\" data-id=\"5576120\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">I\u2019m a product-focused data scientist who works at the intersection of data, product, and decision-making. I focus on turning ambiguous questions into clear metrics, analyses, and actions that shape how products evolve.<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aa2dfd7 e-flex e-con-boxed e-con e-parent\" data-id=\"aa2dfd7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-77e31f9 e-con-full e-flex e-con e-child\" data-id=\"77e31f9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-60425f7 e-con-full e-flex e-con e-child\" data-id=\"60425f7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-47488ad e-con-full e-flex e-con e-child\" data-id=\"47488ad\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e2b30b elementor-widget elementor-widget-heading\" data-id=\"7e2b30b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">I Help Businesses<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25146c3 elementor-widget elementor-widget-heading\" data-id=\"25146c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How I Work <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a08407f elementor-widget elementor-widget-text-editor\" data-id=\"a08407f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1331\" data-end=\"1501\">I\u2019ve worked across research, education, and startup environments, where problems are rarely well-defined and decisions need to be made quickly with imperfect information.<\/p><p data-start=\"1503\" data-end=\"1566\">Across these experiences, I\u2019ve developed a consistent approach:<\/p><ul data-start=\"1567\" data-end=\"1780\"><li data-start=\"1567\" data-end=\"1620\">clarify the decision before building the analysis<\/li><li data-start=\"1621\" data-end=\"1684\">define metrics that reflect real user and business outcomes<\/li><li data-start=\"1685\" data-end=\"1721\">explore data to reduce ambiguity<\/li><li data-start=\"1722\" data-end=\"1780\">translate findings into actions that teams can execute<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9138de2 elementor-widget elementor-widget-text-editor\" data-id=\"9138de2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>I\u2019m most effective when working closely with product managers, engineers, and leadership to align on what matters and move forward with confidence.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36f4d20 elementor-widget elementor-widget-heading\" data-id=\"36f4d20\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Abigail Kambanis<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3203212 e-flex e-con-boxed e-con e-parent\" data-id=\"3203212\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0126bd7 e-con-full e-flex e-con e-child\" data-id=\"0126bd7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-593752d e-con-full e-flex e-con e-child\" data-id=\"593752d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-4a73342 e-con-full e-flex e-con e-child\" data-id=\"4a73342\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-baf3395 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"baf3395\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-090035f elementor-widget elementor-widget-heading\" data-id=\"090035f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Core Capabilities<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4d1493f e-con-full e-flex e-con e-child\" data-id=\"4d1493f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-af1b55d e-con-full e-flex e-con e-child\" data-id=\"af1b55d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-48a378b e-con-full e-flex e-con e-child\" data-id=\"48a378b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b3bd5a elementor-widget elementor-widget-heading\" data-id=\"7b3bd5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Intuitive solutions for better results<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0843a07 elementor-widget elementor-widget-text-editor\" data-id=\"0843a07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2182\" data-end=\"2375\">I focus on building analytical clarity in complex product environments. My work spans metric definition, experimentation strategy, exploratory analysis, and translating insights into decisions. Rather than optimizing for model complexity, I prioritize approaches that are interpretable, actionable, and aligned with product goals.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80a9cde elementor-widget elementor-widget-text-editor\" data-id=\"80a9cde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"3163\" data-end=\"3424\">What differentiates my work is the combination of technical depth and cross-functional fluency. I\u2019ve worked in environments where I needed to define the problem, design the analysis, and communicate the outcome clearly to stakeholders with different priorities. This allows me to bridge the gap between data and decision-making, especially in early-stage or ambiguous product contexts.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>About I\u2019m a product-focused data scientist who works at the intersection of data, product, and decision-making. I focus on turning ambiguous questions into clear metrics, analyses, and actions that shape how products evolve. I Help Businesses How I Work I\u2019ve worked across research, education, and startup environments, where problems are rarely well-defined and decisions need [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","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":"","ast-disable-related-posts":"","theme-transparent-header-meta":"enabled","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-9","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>About - Abigail Data Science<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datawithabi.com\/es\/about\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"About - Abigail Data Science\" \/>\n<meta property=\"og:description\" content=\"About I\u2019m a product-focused data scientist who works at the intersection of data, product, and decision-making. 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