--- title: Built an end-to-end ML project using Python (MoodSense AI) description: A complete end-to-end machine learning project called MoodSense AI built with Python, covering the full pipeline from data preprocessing through model... canonical: https://daily.dev/posts/built-an-end-to-end-ml-project-using-python-moodsense-ai--imfbf1jo6 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Built an end-to-end ML project using Python (MoodSense AI) | daily.dev og:description: A complete end-to-end machine learning project called MoodSense AI built with Python, covering the full pipeline from data preprocessing through model... og:url: https://daily.dev/posts/built-an-end-to-end-ml-project-using-python-moodsense-ai--imfbf1jo6 og:image: https://api.daily.dev/og/posts/iMfBf1jO6.png og:image:alt: Built an end-to-end ML project using Python (MoodSense AI) 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 an end-to-end ML project using Python (MoodSense AI) **[Data Science & Machine Learning](https://daily.dev/sources/datasciencemachinelearning)** · [@aman179102](https://daily.dev/aman179102) · 1 min read · 0 upvotes · 0 comments ## Summary A complete end-to-end machine learning project called MoodSense AI built with Python, covering the full pipeline from data preprocessing through model training, API creation, UI development, and deployment. The project is live on Hugging Face Spaces with source code available on GitHub. ## Content Pipeline: preprocessing → model → API → UI → deployment Live: [Click Me](https://huggingface.co/spaces/aman179102/moodsense-ai) Github: [Click Me](https://github.com/aman179102/moodsense-ai) --- [View this post on daily.dev](https://daily.dev/posts/built-an-end-to-end-ml-project-using-python-moodsense-ai--imfbf1jo6) ```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-an-end-to-end-ml-project-using-python-moodsense-ai--imfbf1jo6","headline":"Built an end-to-end ML project using Python (MoodSense AI)","text":"A complete end-to-end machine learning project called MoodSense AI built with Python, covering the full pipeline from data preprocessing through model training, API creation, UI development, and deployment. The project is live on Hugging Face Spaces with source code available on GitHub.","url":"https://daily.dev/posts/built-an-end-to-end-ml-project-using-python-moodsense-ai--imfbf1jo6","datePublished":"2026-06-05T15:14:56.236Z","dateModified":"2026-06-05T15:15:07.600Z","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--WctT2P8c--/f_auto/v1775908011/posts/Etra8tbVk?_a=BAMAMiWQ0","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"isPartOf":{"@type":"WebPage","url":"https://daily.dev/squads/datasciencemachinelearning","name":"Data Science & Machine Learning"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Data Science & Machine Learning","item":"https://daily.dev/squads/datasciencemachinelearning"},{"@type":"ListItem","position":3,"name":"Built an end-to-end ML project using Python (MoodSense AI)"}]} ```