{"id":1080,"date":"2020-12-30T14:32:15","date_gmt":"2020-12-30T14:32:15","guid":{"rendered":"https:\/\/nilg.ai\/?p=1080"},"modified":"2023-09-01T18:46:40","modified_gmt":"2023-09-01T18:46:40","slug":"closing-remarks-from-2020-and-insights-of-our-practice","status":"publish","type":"post","link":"https:\/\/nilg.ai\/pt\/202012\/closing-remarks-from-2020-and-insights-of-our-practice\/","title":{"rendered":"Closing Remarks from 2020 and insights of our practice"},"content":{"rendered":"<p>,<br \/>\n<img decoding=\"async\" class=\"aligncenter size-large wp-image-1088\" src=\"https:\/\/nilg.ai\/wp-content\/uploads\/2020\/12\/pexels-cottonbro-3401900-1024x684.jpg\" alt=\"\" width=\"1024\" height=\"684\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Over the last two years, we have worked intensively to create a reliable <strong>ecosystem for developing AI projects<\/strong>. Our long-term objective is to become an <strong>incubator for AI projects<\/strong>, ensuring higher levels of success than the industry standards. In our consulting practice as an AI company in Portugal, we face every project with a specific mindset. How can we create a walkable path to validate an AI challenge successfully?<\/span><\/p>\n<h2>AI company in Portugal creates a reproducible approach to AI innovation<\/h2>\n<p><span style=\"font-weight: 400;\">Our ultimate goal is to move from an AI company in Portugal to become an AI project incubator. So, we have been working on multiple initiatives to accelerate the development of such projects. Examples of these initiatives are Data Ignite and our internal AI Library. Data Ignite aims to create a <strong>reproducible approach to AI consulting. <\/strong>It helps us to move from discovery to validation and execution of AI projects. NILG.AI\u2019s Library contains hundreds of methods and models validated on our previous projects. It <strong>accelerates the time to market of our solutions<\/strong>.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I think it\u2019s safe to say that 2020 has shaken us all, regardless of our industry and stage. High-tech consulting was not the exception. We had to adapt our value proposition, shifting how we conceive each industry&#8217;s needs and the format of our projects. We pride ourselves in being able to quickly shift to an equally efficient remote practice, growing our team and our customer base. In such shaky times, we would like to cite Andy Groove\u2019s famous quote:<\/span><\/p>\n<blockquote><p><span style=\"font-size: 12pt;\"><em><span style=\"font-weight: 400;\">Bad companies are destroyed by crisis; good companies survive them; great companies are improved by them<\/span><\/em><\/span><\/p><\/blockquote>\n<h2>Our transformation through COVID as an AI company in Portugal<\/h2>\n<p><span style=\"font-weight: 400;\">We believe <strong>we became a better company as a result of this pandemic<\/strong>. We went beyond being just another AI company in Portugal. For instance, while many companies were forced to do layoffs and cut off investments, we were able to <strong>grow our team<\/strong>. This is relatively easy when you rely on external funding, but in our case, it was the effect of intensive efforts on increasing our customer base, diversifying customer acquisition channels and generating company awareness. We managed to open multiple positions for Data Scientists, where our latest job opening attracted +350 submissions which, considering the small size of our company, reflects our positioning as a relevant player in our market, and as an ecosystem to learn, grow, and work on innovative projects. Between 2018 and 2019, we covered mainly three industries: Healthcare, Telecommunications, and Market Research. In 2020, we expanded our areas of proven impact to fintech, real estate, travel and hospitality, SaaS, multimedia, hardware, and e-Commerce.<\/span><\/p>\n<p><a href=\"https:\/\/nilg.ai\/wp-content\/uploads\/2020\/12\/Industries-2020.svg\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-1089 attachment-svg\" src=\"https:\/\/nilg.ai\/wp-content\/uploads\/2020\/12\/Industries-2020.svg\" alt=\"\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">From our Porto offices (and homes after COVID), we were able to work with clients all over the world, including the <strong>Americas<\/strong> (USA, Canada, and Peru), <strong>Europe<\/strong> (Portugal, UK, France, Switzerland, and Croatia), and <strong>Middle East &amp; Asia<\/strong> (Israel, Turkey, and India). So, are we an AI company in Portugal or an AI company from Portugal?<\/span><\/p>\n<p><script src=\"https:\/\/www.amcharts.com\/lib\/3\/ammap.js\" type=\"text\/javascript\"><\/script><br \/>\n<script src=\"https:\/\/www.amcharts.com\/lib\/3\/maps\/js\/worldHigh.js\" type=\"text\/javascript\"><\/script><br \/>\n<script src=\"https:\/\/www.amcharts.com\/lib\/3\/themes\/dark.js\" type=\"text\/javascript\"><\/script><\/p>\n<div id=\"mapdiv\" style=\"width: 100%; height: 450px;\"><\/div>\n<div style=\"width: 100; font-size: 70%; padding: 5px 0; text-align: center; background-color: #ffffffff; margin-top: 1px; color: #24272f;\"><a style=\"color: #24272f;\" href=\"https:\/\/www.amcharts.com\/visited_countries\/\">Credits: Create your own visited countries map<\/a> or check out the <a style=\"color: #24272f;\" href=\"https:\/\/www.amcharts.com\/\">JavaScript Charts<\/a>.<\/div>\n<p><script type=\"text\/javascript\">\nvar map = AmCharts.makeChart(\"mapdiv\",{\ntype: \"map\",\ntheme: \"dark\",\nprojection: \"mercator\",\npanEventsEnabled : true,\nbackgroundColor : \"#ffffffff\",\nbackgroundAlpha : 1,\nzoomControl: {\nzoomControlEnabled : true\n},\ndataProvider : {\nmap : \"worldHigh\",\ngetAreasFromMap : true,\nareas :\n[\n\t{\n\t\t\"id\": \"HR\",\n\t\t\"showAsSelected\": true\n\t},\n\t{\n\t\t\"id\": \"FR\",\n\t\t\"showAsSelected\": true\n\t},\n\t{\n\t\t\"id\": \"PT\",\n\t\t\"showAsSelected\": true\n\t},\n\t{\n\t\t\"id\": \"CH\",\n\t\t\"showAsSelected\": true\n\t},\n\t{\n\t\t\"id\": \"TR\",\n\t\t\"showAsSelected\": true\n\t},\n\t{\n\t\t\"id\": \"GB\",\n\t\t\"showAsSelected\": true\n\t},\n\t{\n\t\t\"id\": \"CA\",\n\t\t\"showAsSelected\": true\n\t},\n\t{\n\t\t\"id\": \"US\",\n\t\t\"showAsSelected\": true\n\t},\n\t{\n\t\t\"id\": \"PE\",\n\t\t\"showAsSelected\": true\n\t},\n\t{\n\t\t\"id\": \"IN\",\n\t\t\"showAsSelected\": true\n\t},\n\t{\n\t\t\"id\": \"IL\",\n\t\t\"showAsSelected\": true\n\t},\n\t{\n\t\t\"id\": \"NZ\",\n\t\t\"showAsSelected\": true\n\t}\n]\n},\nareasSettings : {\nautoZoom : true,\ncolor : \"#FFFFFF\",\ncolorSolid : \"#353cdd\",\nselectedColor : \"#353cdd\",\noutlineColor : \"#353cdd\",\nrollOverColor : \"#ffffffff\",\nrollOverOutlineColor : \"#353cdd\"\n}\n});\n<\/script><\/p>\n<p><span style=\"font-weight: 400;\"><br \/>\nThis year, we covered several core areas of AI, including Machine Learning (and Deep Learning if you are into using the trendy words), Computer Vision, Natural Language Processing, Audio Analysis, Forecasting, Recommender Systems, and Operational Research.<br \/>\n<\/span><br \/>\n<a href=\"https:\/\/nilg.ai\/wp-content\/uploads\/2020\/12\/AI-fields-2020.svg\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-1091 attachment-svg\" src=\"https:\/\/nilg.ai\/wp-content\/uploads\/2020\/12\/AI-fields-2020.svg\" alt=\"\" \/><\/a><\/p>\n<h2>Placing Learning and Innovation as our North star<\/h2>\n<p><span style=\"font-weight: 400;\">How did we manage to achieve such a reach in so many areas? By placing <strong>learning and innovation as our north star<\/strong>. We believe it\u2019s the only way to deliver top-notch results to our clients. We invest a lot of time learning. On average, we promoted +70 learning sessions in 2020 (about 10-15% of our time) where we discuss recently published papers, how to tackle an AI problem, review code from peers, among others. As a result, besides delivering state-of-the-art results to our clients, we achieved multiple recognitions in the form of published research papers (some of which awarded) (<\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0167865520301240\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[1]<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/www.mobileodt.com\/medical-research\/device-impact-on-machine-learning-classifier-accuracy-in-detecting-cervical-dysplasia\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[2]<\/span><\/a><span style=\"font-weight: 400;\">), patents with our clients (<\/span><a href=\"https:\/\/patentscope.wipo.int\/search\/en\/detail.jsf?docId=WO2019145951\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[3]<\/span><\/a><span style=\"font-weight: 400;\">), and prizes to our team members (<\/span><a href=\"https:\/\/noticias.up.pt\/investigadora-da-u-porto-vence-fraunhofer-portugal-challenge-2020\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">2nd place at Fraunhofer Challenge 2020<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"http:\/\/vcmi.inesctec.pt\/news\/kelwin-fernandes-awarded-honorary-mention-2020-ercim-cor-baayen-young-researcher-award\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Honorary Mention at ERCIM Cor Baayen Young Researcher Award<\/span><\/a> <a href=\"https:\/\/www.ercim.eu\/news\/493-stefano-cresci-wins-the-2020-ercim-cor-baayen-young-researcher-award\"><span style=\"font-weight: 400;\">[4]<\/span><\/a><span style=\"font-weight: 400;\">).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To give back to the community, we sponsored and supported multiple events (<\/span><a href=\"https:\/\/visum.inesctec.pt\/\"><span style=\"font-weight: 400;\">VISUM<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/web.fe.up.pt\/~prodei\/dsie20\/\"><span style=\"font-weight: 400;\">DSIE<\/span><\/a><span style=\"font-weight: 400;\">) and joined efforts with <\/span><a href=\"http:\/\/www.dssg.pt\"><span style=\"font-weight: 400;\">DSSG PT<\/span><\/a><span style=\"font-weight: 400;\"> and other associations to hold webinars and competitions on multiple topics related to AI (<\/span><a href=\"https:\/\/nilg.ai\/blog\/202008\/fighting-cervical-cancer-with-artificial-intelligence\/\"><span style=\"font-weight: 400;\">Cervical cancer<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/nilg.ai\/blog\/202008\/fairness-in-ai\/\"><span style=\"font-weight: 400;\">Fairness in AI<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/nilg.ai\/blog\/202007\/applying-geospatial-data-for-machine-learning-with-a-focus-on-social-good\/\"><span style=\"font-weight: 400;\">Geospatial Data<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/www.summit.dssg.pt\/competition\"><span style=\"font-weight: 400;\">Optimizing keyboards for ALS patient<\/span><\/a><span style=\"font-weight: 400;\">,and <\/span><a href=\"https:\/\/www.youtube.com\/watch?v=Fvi7p1_De7M&amp;t=780s\"><span style=\"font-weight: 400;\">here<\/span><\/a><span style=\"font-weight: 400;\">).<\/span><\/p>\n<h2>What will happen in 2021?<\/h2>\n<p><span style=\"font-weight: 400;\">In 2021, we will strengthen these initiatives, expanding our range of action, and increasing our impact on the community. We will keep walking the walk to become <strong>the right ecosystem for supporting any AI initiative<\/strong>. We are thankful for all your trust in us. Some of you read our content and keep up with our news. Others partner with us to accelerate your business. Let\u2019s keep delivering high-quality work, that impacts the world for good, and that helps others navigate beyond the AI hype and into the actual solutions that boost industries in such challenging times.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Finally, I would like to thank all NILG.AI members (current and former) for their hard work this year. These results are evidence of the passion you put into your daily practice.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Wishes of a successful 2021,<br \/>\nKelwin Fernandes<br \/>\n<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>, Over the last two years, we have worked intensively to create a reliable ecosystem for developing AI projects. Our long-term objective is to become an incubator for AI projects, ensuring higher levels of success than the industry standards. In our consulting practice as an AI company in Portugal, we face every project with a [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1088,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[50],"tags":[44,83,82,49],"class_list":["post-1080","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-ai4business","tag-artificial-intelligence","tag-consulting","tag-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Closing Remarks from 2020 and insights of our practice - NILG.AI<\/title>\n<meta name=\"description\" content=\"A review of our year as an AI consulting company in Portugal. 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