{"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 phase. After having a light sleep phase, I can send the alarm signal to the &#8230; <a title=\"Senior Project Ideas\" class=\"read-more\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2018\/08\/29\/senior-project-ideas\/\" aria-label=\"Read more about 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"],"_links":{"self":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/1433","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/users\/58"}],"replies":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/comments?post=1433"}],"version-history":[{"count":1,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/1433\/revisions"}],"predecessor-version":[{"id":1434,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/1433\/revisions\/1434"}],"wp:attachment":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/media?parent=1433"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/categories?post=1433"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/tags?post=1433"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}