{"id":6485,"date":"2022-03-07T13:37:30","date_gmt":"2022-03-07T19:37:30","guid":{"rendered":"https:\/\/www.ricardoorrantia.com\/como-innovar-en-los-modelos-predictivos-de-las-inversiones\/"},"modified":"2022-03-10T09:40:21","modified_gmt":"2022-03-10T15:40:21","slug":"how-to-innovate-in-predictive-investment-models","status":"publish","type":"post","link":"https:\/\/www.ricardoorrantia.com\/en\/how-to-innovate-in-predictive-investment-models\/","title":{"rendered":"How to innovate in predictive investment models"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Getting ahead of time and predicting with certainty the changes that may come is one of the most important skills any investor can have. Looking forward, analyzing the current situation, looking for developing markets, and predicting their scalability to invest in business within that line are clear examples of how an investor can apply those skills in finance.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nowadays, we have technology that goes beyond what the human brain can do, and is that what gets me more excited about implementing technology in finance. The relevance that artificial intelligence has to innovate in every sector and above that how it helps to upgrade finance and people and business investments.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Neural networks for data analysis are not something new and every company is implementing them slowly. A key factor to creating a real predictive model is to join multiple data sources and have a strong engineering data science team as well as top-notch software that enables companies to process real-time data. The more data and information the algorithm has the more patterns and behaviors detected will be more accurate.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Financial entities have realized the quantity of data their clients deliver every day and the benefit they can gain when creating synergy with technologies like Data Analytics, Deep Learning, and Big Data.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Personalized financial products are a reality in countries like the US and Europe, there is greater opportunity regarding this type of service in Latin America. It is there where I\u00b4ve been focusing my efforts, in searching for the best technologies and developers to create predictive analysis that upscale investment revenue.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Other trends where financial services are innovating by applying Deep Tech are:\u00a0<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400;\">Credit Scoring: measuring the risk of indebtedness and solvency of clients who request a loan.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Fraud detection: AI models that actively learn and calibrate themselves to new potential or actual security threats, based on behavioral patterns.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Detection of business opportunities and emerging markets for potential clients.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Artificial Intelligence and Deep Tech are tools that every industry needs to take the next step towards the future. One of my intentions this year is to create projects for the financial sector in Latin America so it\u00b4s not left behind.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If you want to know more, I invite you to subscribe to my blog and follow me on social media.\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Getting ahead of time and predicting with certainty the changes that may come is one of the most important skills any investor can have. Looking forward, analyzing the current situation, looking for developing markets<\/p>\n","protected":false},"author":1,"featured_media":6476,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"categories":[358],"tags":[478,479,480,481,373],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to innovate in predictive investment models - Ricardo Orrantia Cantu<\/title>\n<meta name=\"description\" content=\"Getting ahead of time and predicting with certainty the changes that may come is one of the most important skills any investor can have. 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Looking forward, analyzing the current situation, looking for developing markets\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ricardoorrantia.com\/en\/how-to-innovate-in-predictive-investment-models\/\" \/>\n<meta property=\"og:site_name\" content=\"Ricardo Orrantia Cantu\" \/>\n<meta property=\"article:published_time\" content=\"2022-03-07T19:37:30+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-03-10T15:40:21+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.ricardoorrantia.com\/wp-content\/uploads\/2022\/03\/Viernes-18-min.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1452\" \/>\n\t<meta property=\"og:image:height\" content=\"726\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Ricardo Orrantia Cant\u00fa\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@RicardOrrantiaC\" \/>\n<meta name=\"twitter:site\" content=\"@RicardOrrantiaC\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ricardo Orrantia Cant\u00fa\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.ricardoorrantia.com\/en\/how-to-innovate-in-predictive-investment-models\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.ricardoorrantia.com\/en\/how-to-innovate-in-predictive-investment-models\/\"},\"author\":{\"name\":\"Ricardo Orrantia Cant\u00fa\",\"@id\":\"https:\/\/www.ricardoorrantia.com\/#\/schema\/person\/506236faae858d54b7fcee759b5cbfb0\"},\"headline\":\"How to innovate in predictive investment models\",\"datePublished\":\"2022-03-07T19:37:30+00:00\",\"dateModified\":\"2022-03-10T15:40:21+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.ricardoorrantia.com\/en\/how-to-innovate-in-predictive-investment-models\/\"},\"wordCount\":388,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.ricardoorrantia.com\/#\/schema\/person\/506236faae858d54b7fcee759b5cbfb0\"},\"keywords\":[\"AI\",\"Deep Learning\",\"invesionres\",\"modelo predictivo\",\"Ricardo Orrantia\"],\"articleSection\":[\"Innovation\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.ricardoorrantia.com\/en\/how-to-innovate-in-predictive-investment-models\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.ricardoorrantia.com\/en\/how-to-innovate-in-predictive-investment-models\/\",\"url\":\"https:\/\/www.ricardoorrantia.com\/en\/how-to-innovate-in-predictive-investment-models\/\",\"name\":\"How to innovate in predictive investment models - Ricardo Orrantia Cantu\",\"isPartOf\":{\"@id\":\"https:\/\/www.ricardoorrantia.com\/#website\"},\"datePublished\":\"2022-03-07T19:37:30+00:00\",\"dateModified\":\"2022-03-10T15:40:21+00:00\",\"description\":\"Getting ahead of time and predicting with certainty the changes that may come is one of the most important skills any investor can have. 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