--- title: Built MoodSense AI – from ML model to live app | daily.dev description: MoodSense AI is a small end-to-end machine learning project that takes text input, detects mood, displays confidence scores and probability distributions, and... canonical: https://daily.dev/posts/built-moodsense-ai-from-ml-model-to-live-app-kjtqzso5z twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Built MoodSense AI – from ML model to live app | daily.dev og:description: MoodSense AI is a small end-to-end machine learning project that takes text input, detects mood, displays confidence scores and probability distributions, and... og:url: https://daily.dev/posts/built-moodsense-ai-from-ml-model-to-live-app-kjtqzso5z og:image: https://api.daily.dev/og/posts/KJTQZso5z.png og:image:alt: Built MoodSense AI – from ML model to live app og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Built MoodSense AI – from ML model to live app **[Aman Kumar](https://daily.dev/sources/tc01iwn29cfiqhdbmvhap)** · [@aman179102](https://daily.dev/aman179102) · 1 min read · 1 upvotes · 0 comments ## Summary MoodSense AI is a small end-to-end machine learning project that takes text input, detects mood, displays confidence scores and probability distributions, and provides basic recommendations. The project is deployed as a live app on Hugging Face Spaces with source code available on GitHub. ## Content Built a small end-to-end AI project: MoodSense AI. It takes text input and: - detects mood - shows confidence and probability distribution - gives basic recommendations Focused on making it usable, not just training a model. Live: [Click Me](https://huggingface.co/spaces/aman179102/moodsense-ai) GitHub: [Click Me](https://github.com/aman179102/moodsense-ai) Would love feedback. --- [View this post on daily.dev](https://daily.dev/posts/built-moodsense-ai-from-ml-model-to-live-app-kjtqzso5z) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"DiscussionForumPosting","mainEntityOfPage":"https://daily.dev/posts/built-moodsense-ai-from-ml-model-to-live-app-kjtqzso5z","headline":"Built MoodSense AI – from ML model to live app","text":"MoodSense AI is a small end-to-end machine learning project that takes text input, detects mood, displays confidence scores and probability distributions, and provides basic recommendations. The project is deployed as a live app on Hugging Face Spaces with source code available on GitHub.","url":"https://daily.dev/posts/built-moodsense-ai-from-ml-model-to-live-app-kjtqzso5z","datePublished":"2026-04-11T11:38:56.447Z","dateModified":"2026-04-11T11:39:14.340Z","author":{"@type":"Person","name":"Aman Kumar","url":"https://daily.dev/aman179102","image":"https://media.daily.dev/image/upload/s--2MWniCcE--/f_auto/v1769872014/avatars/avatar_tC01IWn29CFiqHdbMVhAp?_a=BAMAMiiu0","description":"Full-Stack Developer passionate about building privacy-focused AI tools and scalable web application","interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"EndorseAction"},"userInteractionCount":70}},"image":"https://media.daily.dev/image/upload/s--t1OXbwZ7--/f_auto/v1775907537/posts/KJTQZso5z?_a=BAMAMiWQ0","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"isPartOf":{"@type":"WebPage","url":"https://daily.dev/sources/tc01iwn29cfiqhdbmvhap","name":"Aman Kumar"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Aman Kumar","item":"https://daily.dev/sources/tc01iwn29cfiqhdbmvhap"},{"@type":"ListItem","position":3,"name":"Built MoodSense AI – from ML model to live app"}]} ```