{"id":1550,"date":"2023-11-14T13:16:00","date_gmt":"2023-11-14T13:16:00","guid":{"rendered":"https:\/\/editorial.buluttan.com\/?p=1550"},"modified":"2024-01-30T07:20:18","modified_gmt":"2024-01-30T07:20:18","slug":"melis-kilic-ile-sohbet","status":"publish","type":"post","link":"https:\/\/editorial.buluttan.com\/?p=1550","title":{"rendered":"Melis K\u0131l\u0131\u00e7 ile Sohbet"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Impact through data science: A Meteoric Career\" width=\"750\" height=\"422\" src=\"https:\/\/www.youtube.com\/embed\/aj_ror8tVvw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">Buluttan Small Talks \/ Melis K\u0131l\u0131\u00e7<\/figcaption><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.buluttan.com\/tr\">Buluttan<\/a> Small Talks&#8217;\u0131n bu b\u00f6l\u00fcm\u00fcnde veri bilimci olan Melis K\u0131l\u0131\u00e7 ile birlikteyiz. Melis&#8217;in Buluttan&#8217;dan \u00f6nce ve Buluttan&#8217;da neler yapt\u0131\u011f\u0131n\u0131, Hava Zek\u00e2s\u0131n\u0131n gelece\u011fi hakk\u0131nda neler d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcn\u00fc kendi a\u011f\u0131z\u0131ndan dinleyelim.<\/p>\n\n\n\n<p><strong>G\u00f6kmen: <\/strong>Melis merhaba.<\/p>\n\n\n\n<p><strong>Melis: <\/strong>Merhaba.<\/p>\n\n\n\n<p><strong>G\u00f6kmen: <\/strong>Ho\u015f geldin nas\u0131ls\u0131n?<\/p>\n\n\n\n<p><strong>Melis: <\/strong>lyiyim, sen nas\u0131ls\u0131n G\u00f6kmen?<\/p>\n\n\n\n<p><strong>G\u00f6kmen: <\/strong>Ben de \u00e7ok iyiyim. Bug\u00fcn keyifli k\u0131sa bir sohbet yapaca\u011f\u0131z seninle. Melis kimdir oradan ba\u015flayal\u0131m.<\/p>\n\n\n\n<p><strong>Melis: <\/strong>Ben asl\u0131nda <a href=\"https:\/\/bogazici.edu.tr\/tr-TR\/Index\" target=\"_blank\" rel=\"noreferrer noopener\">Bo\u011fazi\u00e7i i\u015fletme<\/a> mezunuyum teknik bir backgroundtan gelmiyorum fakat say\u0131larla aram iyidir diyebiliriz. Ba\u015fta dijital pazarlama alan\u0131nda \u00e7al\u0131\u015ft\u0131m. E-ticaret sekt\u00f6r\u00fcnde. Daha sonra veri bilimine ge\u00e7i\u015f yapt\u0131m ve e-ticaret taraf\u0131nda 2 y\u0131l \u00e7al\u0131\u015ft\u0131m. Daha sonra bir mobil oyun \u015firketinde yine veri bilimci olarak g\u00f6rev ald\u0131m. \u015eu anda da 7 ayd\u0131r Buluttan\u2019da \u00e7al\u0131\u015f\u0131yorum. Buluttan\u2019da r\u00fczgar ve g\u00fcne\u015f enerjisi \u00fcretimi tahminiyle ilgileniyorum genel olarak. Makine \u00f6\u011frenmesi modelleri k\u0131sm\u0131n\u0131 yap\u0131yorum.<\/p>\n\n\n\n<p><strong>G\u00f6kmen: <\/strong>Peki Bo\u011fazi\u00e7i i\u015fletmeden ba\u015flayan dijital pazarlamayla devam eden, daha sonras\u0131nda veri bilimine ge\u00e7en yolculuk hava zek\u00e2s\u0131yla, Buluttan ile nas\u0131l kesi\u015fti? Ben tabi hat\u0131rl\u0131yorum o s\u00fcreci, sene ba\u015f\u0131ndan ba\u015flayarak asl\u0131nda o d\u00f6nemde bizim i\u015f s\u00fcrecimizdi oray\u0131 da hat\u0131rl\u0131yorum. Seninle tan\u0131\u015fmam\u0131z\u0131, devam\u0131nda g\u00f6r\u00fc\u015fmeleri ama senin g\u00f6z\u00fcnden nas\u0131l oldu ve bundan sonras\u0131 i\u00e7in yani hem Buluttan\u2019\u0131 d\u00fc\u015f\u00fcnerek hem de hava zekas\u0131 alan\u0131n\u0131 konular seni heyecanland\u0131r\u0131yor. Nas\u0131l g\u00f6r\u00fcyorsun biraz onlardan da bahsedelim isterim.<\/p>\n\n\n\n<p><strong>Melis: <\/strong>Asl\u0131nda Buluttan\u2019la i\u015f arama s\u00fcrecinde tan\u0131\u015ft\u0131m ve birazc\u0131k asl\u0131nda etki yaratabilece\u011fim ve etkimi g\u00f6rebilece\u011fim bir \u015firkette yer almak istiyordum. Bunun i\u00e7in de startuplar asl\u0131nda ideal oluyor ve Buluttan\u2019la tan\u0131\u015ft\u0131ktan sonra bir veri bilimci olarak business value yaratabilece\u011fini fark ettim ve bu beni asl\u0131nda \u00e7ekti. \u015eu anda da ger\u00e7ekten \u00f6yle yapt\u0131\u011f\u0131m\u0131z\u0131 g\u00f6rebiliyorum. \u00c7\u00fcnk\u00fc enerji sekt\u00f6r\u00fcnde direkt hani daha iyi tahmin daha iyi business value getiriyor ve \u00f6yle oldu\u011fu i\u00e7in asl\u0131nda direkt i\u015fimizin \u00e7\u0131kt\u0131s\u0131n\u0131 g\u00f6rebiliyoruz. Bu y\u00f6nden g\u00fczel. <a href=\"https:\/\/www.buluttan.com\/tr\/endustriler\/enerji\">Enerji sekt\u00f6r\u00fc<\/a> benim i\u00e7in \u00e7ok yeniydi. Meteorolojiyle ve enerjiyle tan\u0131\u015ft\u0131m. Baya bilimsel bir alanda \u00e7al\u0131\u015f\u0131yoruz asl\u0131nda o da heyecan verici.<\/p>\n\n\n\n<p><strong>G\u00f6kmen: <\/strong>Daha \u00f6ncesinde bu arada meteorolojiyle, hava zekas\u0131yla herhalde ilgin vatanda\u015f seviyesinde diye tahmin ediyorum. \u015eu an nas\u0131l g\u00f6r\u00fcyorsun i\u00e7ine girdik\u00e7e burada da \u00e7\u00fcnk\u00fc bir d\u00f6n\u00fc\u015f\u00fcm, bir transformasyon, hatta paradigma de\u011fi\u015fimi ya\u015fan\u0131yor diyebiliriz. Fiziksel bug\u00fcne kadar gelen asl\u0131nda 2010&#8217;a kadar \u00e7ok yo\u011fun bir \u015fekilde gelen fiziksel modeller, dinamik modellerin \u00fczerine art\u0131k istatistiki modellerin de hem verinin derinli\u011fini hem \u00e7e\u015fitlili\u011fin artmas\u0131yla beraber dahil oldu\u011funu g\u00f6r\u00fcyoruz. Yava\u015f yava\u015f herhalde istatistiki modeller burada a\u011f\u0131rl\u0131\u011f\u0131n\u0131 hissettirecek diye d\u00fc\u015f\u00fcn\u00fcyorum. \u00c7ok heyecan verici g\u00f6r\u00fcyorum. Sen nas\u0131l g\u00f6r\u00fcyorsun?<\/p>\n\n\n\n<p><strong>Melis: <\/strong>Asl\u0131nda bir\u00e7ok sekt\u00f6r bu de\u011fi\u015fimi ya\u015f\u0131yor. Hani bir \u00e7ok sekt\u00f6r yapay zekayla kendini geli\u015ftirmeye devam ediyor. Ayn\u0131 \u015fey burada da mevcut ayn\u0131 paradigma de\u011fi\u015fimi. Baz\u0131 \u015firketler pure data science ile mesela benzer meteorolojik y\u00f6ntemleri, meteorolojik parametreleri tahmin etmeye \u00e7al\u0131\u015f\u0131yorlar. Buluttan\u2019daki g\u00fczel nokta bence meteorolojinin bilgi birikimiyle, o fiziksel modellerle yapay zekay\u0131 birle\u015ftirmesi, bu hibrit modelin ben \u00e7ok iyi \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcyorum. \u00c7\u00fcnk\u00fc machine learning yaparken de \u00f6nemli olan \u015fey data&#8217;n\u0131n kalitesi ve ne kadar iyi data al\u0131rsak asl\u0131nda o kadar iyi tahmin yapabiliyoruz. Dolay\u0131s\u0131yla o fiziksel modellerin \u00e7\u0131kt\u0131s\u0131 da bize iyi data\u2019y\u0131 sa\u011fl\u0131yor. \u00d6yle olunca biz daha iyi tahmin yapabiliyoruz. Direkt bir s\u0131f\u0131r \u00f6nde ba\u015flam\u0131\u015f oluyoruz asl\u0131nda. O a\u00e7\u0131dan ben burada yapay zekayla meteorolojinin birle\u015fmesini \u00e7ok iyi buluyorum.<\/p>\n\n\n\n<p><strong>G\u00f6kmen: <\/strong>Tabi ne kadar neural network \u00f6rne\u011fi ne kadar kuvvetli olursa olsun, ancak \u00fcretti\u011fin meteorolojik tahminden ba\u015flayarak , o kadar kuvvetlisin asl\u0131nda. Meteorolojik tahmin kadar kuvvetlisin i\u015fte hatta teknik belki olacak biraz ama pearson korelasyonuna bakarsan r\u00fczgar h\u0131z\u0131n\u0131 bilmeden \u00e7ok fazla da bir \u015fey yapmak kolay de\u011fil. Peki Buluttan\u2019\u0131 nas\u0131l g\u00f6r\u00fcyorsun? Son olarak oradan devam edeyim. Burada hem yeni bir alanda t\u00fcrkiye&#8217;de belli bir iddiayla neredeyse ilk defa \u00e7ok iddial\u0131 da konu\u015fmak istemiyorum ama en az\u0131ndan ilklerden birisi bu vizyonda, bu \u00e7apta, bu kabiliyette bir m\u00fccadeleye, bir ser\u00fcvene ba\u015flad\u0131k. Burada hem \u015firket k\u00fclt\u00fcr\u00fc olarak ekip olarak hem vizyon olarak hem de sekt\u00f6r olarak farkl\u0131 bir \u015feyler yapmaya \u00e7al\u0131\u015f\u0131yoruz. Bunu sen nas\u0131l g\u00f6r\u00fcyorsun, nas\u0131l hissediyorsun?<\/p>\n\n\n\n<p><strong>Melis: <\/strong>Yani \u00e7ok ni\u015f bir alan. T\u00fcrkiye\u2019de de asl\u0131nda \u00e7al\u0131\u015fmaya ba\u015flad\u0131k ama ayn\u0131 zamanda da \u00e7ok global bir alan. \u00c7\u00fcnk\u00fc hani T\u00fcrkiye\u2019de ge\u00e7en ayn\u0131 modeli ba\u015fka bir yerde de \u00e7al\u0131\u015ft\u0131rabiliriz, d\u00fcnyan\u0131n her yerinde. Dolay\u0131s\u0131yla bu anlamda hani \u00e7ok scalable oldu\u011funu d\u00fc\u015f\u00fcn\u00fcyorum. Buluttan\u2019\u0131n s\u00fcrecine 7 ayd\u0131r tan\u0131k oldum ve h\u0131zla b\u00fcy\u00fcyoruz asl\u0131nda hem ki\u015filer art\u0131yor hem i\u015fte yurt d\u0131\u015f\u0131ndan arkada\u015flar\u0131m\u0131z kat\u0131l\u0131yor. Bir anda b\u00f6yle global bir ekip olma yoluna girdik hemde yapt\u0131\u011f\u0131m\u0131z \u015feylerin geli\u015fmesini g\u00f6rebiliyorum aydan aya. Dolay\u0131s\u0131yla b\u00f6yle bir ekipte yer almak benim i\u00e7in heyecan verici. B\u00f6yle bir startupta yer almak g\u00fczel yani.<\/p>\n\n\n\n<p><strong>G\u00f6kmen: <\/strong>Ben de \u015fu an sen s\u00f6yleyince bir kez daha d\u00fc\u015f\u00fcnd\u00fcm, asl\u0131nda Kanada&#8217;dan, Amerika&#8217;dan, \u0130talya&#8217;dan, T\u00fcrkiye&#8217;nin farkl\u0131 yerlerinden ve yak\u0131n zamanda Hindistan ve Arabistan&#8217;dan da asl\u0131nda ekip \u00dcyelerini d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcnde 1,5-2 senelik bir \u015firket i\u00e7in ekip toplant\u0131lar\u0131n\u0131 ingilizce yapar hale gelmesi, farkl\u0131 co\u011frafyalar\u0131, farkl\u0131 k\u00fclt\u00fcrleri diversity inclusion kapsam\u0131na dahil etmeye \u00e7al\u0131\u015fmas\u0131 ayr\u0131 bir m\u00fccadele. Umar\u0131m ondan da y\u00fcz\u00fcm\u00fcz\u00fcn ak\u0131yla meteoroloji kadar, iklim \u00f6\u011frenmesi kadar ba\u015far\u0131l\u0131 \u00e7\u0131kar\u0131z. \u00c7ok te\u015fekk\u00fcrler Melis, ne s\u00f6ylemek istersin? Genelde havan\u0131z yerinde olsun diyoruz. Ya da bizi dinleyenlere, meteoroloji m\u00fchendislerine ,Buluttan\u2019\u0131 merak edenlere, burada neler yap\u0131ld\u0131\u011f\u0131n\u0131 \u00f6\u011frenmek isteyenlere ne s\u00f6ylemek istersin?<\/p>\n\n\n\n<p><strong>Melis: <\/strong>Buradaki ekip her zaman bir \u015feyler \u00f6\u011frenmeye a\u00e7\u0131k ve ayn\u0131 zamanda da bilgi vermeye de \u00e7ok a\u00e7\u0131k. \u0130steyen herkes istedi\u011fi zaman sosyal medya kanallar\u0131ndan veya bize de ula\u015farak bilgi alabilir.<\/p>\n\n\n\n<p><strong>G\u00f6kmen: <\/strong>Havan\u0131z yerinde olsun, Burcu\u2019ya da buradan kamera arkas\u0131na selamlar olsun!<\/p>\n\n\n\n<p><strong>Melis: <\/strong>Selamlar!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Buluttan Small Talks&#8217;\u0131n bu b\u00f6l\u00fcm\u00fcnde veri bilimci olan Melis K\u0131l\u0131\u00e7 ile birlikteyiz. Melis&#8217;in Buluttan&#8217;dan \u00f6nce ve Buluttan&#8217;da neler yapt\u0131\u011f\u0131n\u0131, Hava Zek\u00e2s\u0131n\u0131n gelece\u011fi hakk\u0131nda neler d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcn\u00fc kendi a\u011f\u0131z\u0131ndan dinleyelim. G\u00f6kmen: Melis merhaba. Melis: Merhaba. G\u00f6kmen: Ho\u015f geldin nas\u0131ls\u0131n? Melis: lyiyim, sen nas\u0131ls\u0131n G\u00f6kmen? G\u00f6kmen: Ben de \u00e7ok iyiyim. Bug\u00fcn keyifli k\u0131sa bir sohbet yapaca\u011f\u0131z seninle. Melis&hellip; <a class=\"more-link\" href=\"https:\/\/editorial.buluttan.com\/?p=1550\">Continue reading <span class=\"screen-reader-text\">Melis K\u0131l\u0131\u00e7 ile Sohbet<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":2182,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[37],"tags":[7],"class_list":["post-1550","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-roportaj","tag-tr","entry"],"acf":{"h1_tag":"Melis Buluttan'da Neler Yapt\u0131\u011f\u0131n\u0131 Anlat\u0131yor"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Melis K\u0131l\u0131\u00e7 ile Sohbet - Buluttan Blog<\/title>\n<meta name=\"description\" content=\"Buluttan Small Talks&#039;\u0131n bu b\u00f6l\u00fcm\u00fcnde veri bilimcisi olan Melis K\u0131l\u0131\u00e7&#039;\u0131n Buluttan&#039;da neler yapt\u0131\u011f\u0131n\u0131 kendi a\u011f\u0131z\u0131ndan dinleyelim.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Melis K\u0131l\u0131\u00e7 ile Sohbet - 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