{"id":1433,"date":"2018-08-29T13:53:53","date_gmt":"2018-08-29T17:53:53","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?p=1433"},"modified":"2018-08-29T13:53:53","modified_gmt":"2018-08-29T17:53:53","slug":"senior-project-ideas","status":"publish","type":"post","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2018\/08\/29\/senior-project-ideas\/","title":{"rendered":"Senior Project Ideas"},"content":{"rendered":"<p>Ideas:<\/p>\n<ul>\n<li>Pillow AI: I am thinking of having Arduino\u00a0device built-in the pillow, which can be charged and have heart-rate sensors to receive\u00a0heart-rate while the person is sleeping. Having this data, I could determine sleeping patterns and find the Light Sleep phase. After having a light sleep phase, I can send the alarm signal to the phone to wake up a person closest to the time when they set the alarm.<\/li>\n<li>Signature Recognition:\u00a0I can use some deep learning algorithms, create a testing dataset and collect signatures of a lot of people. After that, I want to determine if the given signature is fake or a person&#8217;s real one.<\/li>\n<li>Human Development Index:\u00a0I&#8217;ve been working on this project with my Econ professor this summer on the research, but the project turned out to be so exciting I might use it for my senior research project. So the basic idea is that have a platform(website) where people can go and choose their indicators(whatever they think are essential for country&#8217;s development) for the Human Development Index and get a new ranking of those countries. Keeping track of all given inputs from users, I can make some cool data analysis with it. Back-end will be python with pandas library, and dataset will be streaming live Restful API from Worldbank database.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Ideas: Pillow AI: I am thinking of having Arduino\u00a0device built-in the pillow, which can be charged and have heart-rate sensors to receive\u00a0heart-rate while the person is sleeping. Having this data, I could determine sleeping patterns and find the Light Sleep &hellip; <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2018\/08\/29\/senior-project-ideas\/\">Read More<\/a><\/p>\n","protected":false},"author":58,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[76],"tags":[],"class_list":["post-1433","post","type-post","status-publish","format-standard","hentry","category-giorgi-kharshiladze"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Senior Project Ideas - CS\/DS Student Portfolios<\/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:\/\/portfolios.cs.earlham.edu\/index.php\/2018\/08\/29\/senior-project-ideas\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Senior Project Ideas - CS\/DS Student Portfolios\" \/>\n<meta property=\"og:description\" content=\"Ideas: Pillow AI: I am thinking of having Arduino\u00a0device built-in the pillow, which can be charged and have heart-rate sensors to receive\u00a0heart-rate while the person is sleeping. 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