{"id":3673,"date":"2025-08-22T11:00:26","date_gmt":"2025-08-22T11:00:26","guid":{"rendered":"https:\/\/devtrust.biz\/resources\/?post_type=case_study&#038;p=3673"},"modified":"2025-10-09T09:13:27","modified_gmt":"2025-10-09T09:13:27","slug":"whoozbuying","status":"publish","type":"case_study","link":"https:\/\/devtrust.biz\/resources\/case-studies\/whoozbuying\/","title":{"rendered":"Whoozbuying"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3673\" class=\"elementor elementor-3673\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6ffe356 e-con-full e-flex e-con e-parent\" data-id=\"6ffe356\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4f632d5 e-con-full e-flex e-con e-child\" data-id=\"4f632d5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-9d7aaca e-con-full e-flex e-con e-child\" data-id=\"9d7aaca\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-cfdddea e-con-full e-flex e-con e-child\" data-id=\"cfdddea\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e8ab8a0 elementor-widget elementor-widget-heading\" data-id=\"e8ab8a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Whoozbuying<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1b9b7a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"a1b9b7a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e03f42 elementor-widget elementor-widget-text-editor\" data-id=\"1e03f42\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Whoozbuying is a SaaS-based ETL tool that ensures seamless data integration with dynamic health scoring for high data accuracy and reliability.<\/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<div class=\"elementor-element elementor-element-4b27ee8 e-con-full e-flex e-con e-child\" data-id=\"4b27ee8\" 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-625934c elementor-widget__width-inherit elementor-widget elementor-widget-image\" data-id=\"625934c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"759\" height=\"655\" src=\"https:\/\/devtrust.biz\/resources\/wp-content\/uploads\/2025\/08\/whoozbuying-banner.png\" class=\"attachment-large size-large wp-image-3688\" alt=\"Whoozbuying\" srcset=\"https:\/\/devtrust.biz\/resources\/wp-content\/uploads\/2025\/08\/whoozbuying-banner.png 759w, https:\/\/devtrust.biz\/resources\/wp-content\/uploads\/2025\/08\/whoozbuying-banner-300x259.png 300w\" sizes=\"(max-width: 759px) 100vw, 759px\" \/>\t\t\t\t\t\t\t\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-b7322d0 e-flex e-con-boxed e-con e-parent\" data-id=\"b7322d0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-15b78ce e-con-full e-flex e-con e-child\" data-id=\"15b78ce\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-12993f6 elementor-widget elementor-widget-heading\" data-id=\"12993f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Introduction<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c9e209 elementor-widget elementor-widget-text-editor\" data-id=\"4c9e209\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Whoozbuying, a SaaS-based ETL (Extract, Transform, Load) tool, required a robust platform to efficiently extract data from various sources, clean and transform this data, and then load it into target systems.<\/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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1d3e35b e-con-full e-flex e-con e-parent\" data-id=\"1d3e35b\" 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-69c7cd2 e-flex e-con-boxed e-con e-child\" data-id=\"69c7cd2\" 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-9c46120 e-con-full e-flex e-con e-child\" data-id=\"9c46120\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-9ead9b8 e-con-full e-flex e-con e-child\" data-id=\"9ead9b8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-18a9537 elementor-widget elementor-widget-heading\" data-id=\"18a9537\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Challenges\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e8e97ec elementor-widget elementor-widget-heading\" data-id=\"e8e97ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">At a Glance<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1b52b5 elementor-widget elementor-widget-text-editor\" data-id=\"d1b52b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"challenge-content sky-challenge-content\"><div class=\"skyward-faced-several-container\"><p class=\"skyward-faced-several\">Here are the challenges we encountered while developing the application.<\/p><\/div><\/div>\t\t\t\t\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-bba452e e-con-full e-flex e-con e-child\" data-id=\"bba452e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;position&quot;:&quot;absolute&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-db53ec4 elementor-widget elementor-widget-heading\" data-id=\"db53ec4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">WHOOZBUYING<\/h2>\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-965c32c e-grid e-con-boxed e-con e-child\" data-id=\"965c32c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9a36ecb e-con-full e-flex e-con e-child\" data-id=\"9a36ecb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5d5244c elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"5d5244c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eefddf4 elementor-widget elementor-widget-heading\" data-id=\"eefddf4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Complex Data Integration<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8812d88 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"8812d88\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ensuring seamless data flow between source and destination systems.<\/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<div class=\"elementor-element elementor-element-6cd1df4 e-con-full e-flex e-con e-child\" data-id=\"6cd1df4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-88e68d4 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"88e68d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81e86ff elementor-widget elementor-widget-heading\" data-id=\"81e86ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data Cleansing and Transformation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6539c1e elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"6539c1e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Developing a system to clean data by removing unnecessary characters and ensuring it matches input patterns. Allowing users to map input data and apply customizable cleansing rules.<\/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<div class=\"elementor-element elementor-element-81ae4e6 e-con-full e-flex e-con e-child\" data-id=\"81ae4e6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b906aec elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"b906aec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb2d90c elementor-widget elementor-widget-heading\" data-id=\"eb2d90c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Health Score\nCalculation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b222dba elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"b222dba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Implementing a system to calculate dynamic health scores for uploaded data, reflecting its accuracy and reliability.<\/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<div class=\"elementor-element elementor-element-24e3e5b e-con-full e-flex e-con e-child\" data-id=\"24e3e5b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa58afd elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"aa58afd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">4<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a76792 elementor-widget elementor-widget-heading\" data-id=\"1a76792\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Scalable and Efficient Back-end<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7c5268 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"f7c5268\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Building a scalable back-end for large data set and ensuring efficient data processing and storage.<\/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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-104d0e5 e-flex e-con-boxed e-con e-parent\" data-id=\"104d0e5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e6d32aa e-con-full e-flex e-con e-child\" data-id=\"e6d32aa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d902205 elementor-widget elementor-widget-heading\" data-id=\"d902205\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Solutions Blueprint<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0089d9 elementor-widget elementor-widget-text-editor\" data-id=\"f0089d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>DEVtrust implemented a comprehensive solution to address these challenges<\/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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a02a667 e-flex e-con-boxed e-con e-parent\" data-id=\"a02a667\" 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-f713442 e-con-full e-flex e-con e-child\" data-id=\"f713442\" data-element_type=\"container\" 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class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tData Integration with Airbyte\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<ul style=\"text-align:left\">\n<li>\nDeveloped a front-end using ReactJS and integrated Airbyte APIs for easy data extraction from various sources.\n<\/li>\n<li>\nImplemented source and destination mapping to ensure seamless data flow\n<\/li>\n<li>\nThese are the various data sources from which the ETL tool can extract and load data: CSV, S3 Bucket, Snowflake, Google Sheet, Salesforce.\n<\/li>\n<li>\nThe ETL (Extract, Transform, Load) process is facilitated by AWS for infrastructure, Airbyte for data integration, and Python for data transformation\n<\/ul>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\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-e70d8e5 e-con-full e-flex e-con e-child\" data-id=\"e70d8e5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4654360 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"4654360\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"60\" height=\"60\" viewBox=\"0 0 60 60\" fill=\"none\"><path d=\"M26.2656 49.125C27.3125 48.4063 28.3594 47.7656 29.3125 47C31.1562 45.5156 32.5469 43.6719 33.5312 41.5313C33.6719 41.2344 33.7969 41.0625 34.1875 41.1563C40.5625 42.7656 46.9219 44.375 53.2969 45.9844C53.3281 46 53.3594 46.0156 53.3906 46.0469C52.8594 51.5156 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26.0938Z\" fill=\"black\"><\/path><path d=\"M29.375 4.98438C28.0312 5.73438 27.0312 6.71875 26.2656 8.07812C25.5 6.76562 24.5156 5.73438 23.1406 4.98438C24.4844 4.23438 25.4844 3.23438 26.25 1.875C27.0312 3.23438 28.0156 4.26562 29.375 4.98438Z\" fill=\"black\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAdvanced Data Cleansing\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<ul style=\"text-align:left\">\n<li>\nUtilized Rapid API for data cleaning and pre-processing, removing unnecessary characters and ensuring data standardization.\n<\/li>\n<li>\nProvided users with the ability to map inputs and apply customizable cleansing rules.\n<\/li>\n<\/ul>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\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-2ef513b e-con-full e-flex e-con e-child\" data-id=\"2ef513b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-632f041 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"632f041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"60\" height=\"60\" viewBox=\"0 0 60 60\" fill=\"none\"><g clip-path=\"url(#clip0_1730_2409)\"><path 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id=\"clip0_1730_2409\"><rect width=\"60\" height=\"60\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDynamic Health Score Calculation\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<ul style=\"text-align:left\">\n<li>\nDeveloped a system to calculate health scores for each data point using RAG (Retrieval-Augmented Generation) methodology.\n<\/li>\n<li>\nImplemented features to display these scores, reflecting data accuracy and       reliability.\n<\/li>\n<\/ul>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\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-3cc56fb e-con-full e-flex e-con e-child\" data-id=\"3cc56fb\" 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24.6904C22.4266 25.2773 21.9512 25.7527 21.3643 25.7527H19.2396V28.9398H21.3643Z\" fill=\"black\"><\/path><path d=\"M8.61719 25.7524H17.116V34.2512H8.61719V25.7524Z\" fill=\"black\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tScalable Back-end Infrastructure\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<ul style=\"text-align:left\">\n<li>\nBuilt a robust back-end using Python and Django, ensuring scalability and efficient data processing.\n<\/li>\n<li>\nUsed PostgreSQL for database management and AWS S3 for secure data storage.\n<\/li>\n<\/ul>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\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 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elementor-size-default\">Impacts<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4db2343 elementor-widget elementor-widget-heading\" data-id=\"4db2343\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">&amp; Achievements<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b19bfb elementor-widget elementor-widget-text-editor\" data-id=\"1b19bfb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The platform enabled seamless data integration, improved cleansing accuracy, and real-time health scoring, significantly enhancing data reliability and trust. 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45.7992C69.3036 42.3397 65.5208 39.7813 61.1646 38.6596C60.6462 38.5268 60.3384 38.0005 60.4663 37.4859C60.5988 36.969 61.1244 36.6584 61.6381 36.7912C66.4224 38.0218 70.5698 40.8268 73.5079 44.6203C76.3818 48.3334 78.091 52.9951 78.091 58.0526C78.091 58.9749 78.0271 59.9021 77.9111 60.8339C77.8542 61.2773 77.7856 61.7112 77.7051 62.1451L79.5161 60.9928C79.9635 60.7059 80.5625 60.8434 80.8489 61.2915C81.1353 61.7444 81.0028 62.3443 80.5506 62.6288L80.5507 62.6294Z\" fill=\"black\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tEnhanced Data Integration and Processing\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d825c9 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"3d825c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">25%<\/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-071dee2 e-con-full e-flex e-con e-child\" data-id=\"071dee2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-58fb54c elementor-position-inline-start elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"58fb54c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div 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elementor-size-default\">15%<\/h2>\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-b66ce3c e-con-full e-flex e-con e-child\" data-id=\"b66ce3c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\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-76f2280 e-flex e-con-boxed e-con e-parent\" data-id=\"76f2280\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bd06373 e-con-full e-flex e-con e-child\" data-id=\"bd06373\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-429cf71 elementor-widget elementor-widget-heading\" data-id=\"429cf71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Whoozbuying user-friendly interface<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e477c43 elementor-widget elementor-widget-text-editor\" data-id=\"e477c43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Unlock seamless data integration and accuracy with DEVtrust. Contact us to explore how we can elevate your data processing needs.<\/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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fb74b4b e-flex e-con-boxed e-con e-parent\" data-id=\"fb74b4b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-300dca5 e-con-full e-flex e-con e-child\" data-id=\"300dca5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ae4c16c elementor-widget elementor-widget-image\" data-id=\"ae4c16c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1230\" height=\"1008\" src=\"https:\/\/devtrust.biz\/resources\/wp-content\/uploads\/2025\/08\/whoozbuying-bottom-banner.png\" class=\"attachment-full size-full wp-image-3738\" alt=\"\" srcset=\"https:\/\/devtrust.biz\/resources\/wp-content\/uploads\/2025\/08\/whoozbuying-bottom-banner.png 1230w, https:\/\/devtrust.biz\/resources\/wp-content\/uploads\/2025\/08\/whoozbuying-bottom-banner-300x246.png 300w, https:\/\/devtrust.biz\/resources\/wp-content\/uploads\/2025\/08\/whoozbuying-bottom-banner-1024x839.png 1024w, https:\/\/devtrust.biz\/resources\/wp-content\/uploads\/2025\/08\/whoozbuying-bottom-banner-768x629.png 768w\" sizes=\"(max-width: 1230px) 100vw, 1230px\" \/>\t\t\t\t\t\t\t\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-17701c7 e-flex e-con-boxed e-con e-parent\" data-id=\"17701c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-82d1442 e-con-full e-flex e-con e-child\" data-id=\"82d1442\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8f26703 elementor-widget elementor-widget-heading\" data-id=\"8f26703\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Partner with <span style=\"color:#43bdc1\">DEVtrust<\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8dc7cd0 elementor-widget elementor-widget-text-editor\" data-id=\"8dc7cd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Contact us for more information or to schedule a meeting with our experts<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b77916 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"2b77916\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact Us<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Whoozbuying is a SaaS-based ETL tool that ensures seamless data integration with dynamic health scoring for high data accuracy and reliability.<\/p>\n","protected":false},"featured_media":3806,"parent":0,"template":"elementor_header_footer","meta":{"_acf_changed":false},"case_study_category":[66,46],"class_list":["post-3673","case_study","type-case_study","status-publish","has-post-thumbnail","hentry","case_study_category-etl","case_study_category-saas"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Whoozbuying - DEVtrust | Custom Software &amp; 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