{"id":81,"date":"2025-06-20T03:18:48","date_gmt":"2025-06-20T03:18:48","guid":{"rendered":"https:\/\/people.utm.my\/erne1\/?p=81"},"modified":"2025-06-20T05:06:50","modified_gmt":"2025-06-20T05:06:50","slug":"all-about-research","status":"publish","type":"post","link":"https:\/\/people.utm.my\/erne1\/2025\/06\/20\/all-about-research\/","title":{"rendered":"All About Research"},"content":{"rendered":"\n<p>My research expertise interest lies in applying advanced data analytics, AI, and system dynamics modeling to optimize supply chains, manufacturing, and agriculture. My work focuses on creating actionable knowledge and practical solutions, translating research outcomes into tangible benefits for organizations, communities, and society at large.\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Top 3 finalists in MYHACKHATON pitching machine learning model for smart paddy yield prediction.<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/tani.jpeg\" alt=\"\" class=\"wp-image-95\" srcset=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/tani.jpeg 800w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/tani-300x169.jpeg 300w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/tani-768x432.jpeg 768w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/tani-500x281.jpeg 500w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Principal investigator<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1005\" height=\"727\" src=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-4.png\" alt=\"\" class=\"wp-image-83\" srcset=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-4.png 1005w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-4-300x217.png 300w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-4-768x556.png 768w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-4-415x300.png 415w\" sizes=\"auto, (max-width: 1005px) 100vw, 1005px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Scientific Member<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"752\" src=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-5.png\" alt=\"\" class=\"wp-image-85\" srcset=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-5.png 740w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-5-295x300.png 295w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"252\" src=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-6.png\" alt=\"\" class=\"wp-image-86\" srcset=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-6.png 740w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-6-300x102.png 300w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-6-500x170.png 500w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">Collaboration \/ MOU<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"671\" height=\"363\" src=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-7.png\" alt=\"\" class=\"wp-image-87\" srcset=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-7.png 671w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-7-300x162.png 300w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-7-500x270.png 500w\" sizes=\"auto, (max-width: 671px) 100vw, 671px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Supervision<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"673\" height=\"476\" src=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-8.png\" alt=\"\" class=\"wp-image-88\" srcset=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-8.png 673w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-8-300x212.png 300w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-8-424x300.png 424w\" sizes=\"auto, (max-width: 673px) 100vw, 673px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"710\" height=\"382\" src=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-9.png\" alt=\"\" class=\"wp-image-89\" srcset=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-9.png 710w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-9-300x161.png 300w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-9-500x269.png 500w\" sizes=\"auto, (max-width: 710px) 100vw, 710px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"640\" src=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-11.png\" alt=\"\" class=\"wp-image-91\" style=\"width:614px;height:auto\" srcset=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-11.png 576w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-11-270x300.png 270w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"575\" height=\"154\" src=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-12.png\" alt=\"\" class=\"wp-image-92\" style=\"width:614px;height:auto\" srcset=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-12.png 575w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-12-300x80.png 300w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-12-500x134.png 500w\" sizes=\"auto, (max-width: 575px) 100vw, 575px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"581\" height=\"551\" src=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-13.png\" alt=\"\" class=\"wp-image-93\" style=\"width:614px;height:auto\" srcset=\"https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-13.png 581w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-13-300x285.png 300w, https:\/\/people.utm.my\/erne1\/wp-content\/uploads\/sites\/3444\/2025\/06\/image-13-316x300.png 316w\" sizes=\"auto, (max-width: 581px) 100vw, 581px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>My research expertise interest lies in applying advanced data analytics, AI, and system dynamics modeling to optimize supply chains, manufacturing, and agriculture. My work focuses on creating actionable knowledge and practical solutions, translating research outcomes into tangible benefits for organizations, &hellip; <a href=\"https:\/\/people.utm.my\/erne1\/2025\/06\/20\/all-about-research\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":24823,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-81","post","type-post","status-publish","format-standard","hentry","category-teaching"],"_links":{"self":[{"href":"https:\/\/people.utm.my\/erne1\/wp-json\/wp\/v2\/posts\/81","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/people.utm.my\/erne1\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/people.utm.my\/erne1\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/people.utm.my\/erne1\/wp-json\/wp\/v2\/users\/24823"}],"replies":[{"embeddable":true,"href":"https:\/\/people.utm.my\/erne1\/wp-json\/wp\/v2\/comments?post=81"}],"version-history":[{"count":2,"href":"https:\/\/people.utm.my\/erne1\/wp-json\/wp\/v2\/posts\/81\/revisions"}],"predecessor-version":[{"id":84,"href":"https:\/\/people.utm.my\/erne1\/wp-json\/wp\/v2\/posts\/81\/revisions\/84"}],"wp:attachment":[{"href":"https:\/\/people.utm.my\/erne1\/wp-json\/wp\/v2\/media?parent=81"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/people.utm.my\/erne1\/wp-json\/wp\/v2\/categories?post=81"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/people.utm.my\/erne1\/wp-json\/wp\/v2\/tags?post=81"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}