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!DOCTYPE html>html langen>head>meta charSetutf-8/>meta nameviewport contentwidthdevice-width, initial-scale1, maximum-scale1/>link relpreload href/_next/static/media/e4af272ccee01ff0-s.p.woff2 asfont crossorigin typefont/woff2/>link relpreload asimage href/headshot/headshot-2024.jpg fetchPriorityhigh/>link relstylesheet href/_next/static/css/90d870718605ae44.css data-precedencenext/>link relpreload asscript fetchPrioritylow href/_next/static/chunks/webpack-dff6ecf87a052212.js/>script src/_next/static/chunks/9c7a4fbe-96746949cd71501f.js async>/script>script src/_next/static/chunks/82-0d1ec0e2da953386.js async>/script>script src/_next/static/chunks/main-app-239b8a74a1d4ce5e.js async>/script>script src/_next/static/chunks/117-0d12e97d7cd02a65.js async>/script>script src/_next/static/chunks/50-02c76766d1b3014f.js async>/script>script src/_next/static/chunks/663-58806495e895df4d.js async>/script>script src/_next/static/chunks/713-41ab8db200917c14.js async>/script>script src/_next/static/chunks/app/page-3e526b35deeb4ee3.js async>/script>script src/_next/static/chunks/08ffd5a1-ee2d2e821304ba1e.js async>/script>script src/_next/static/chunks/847-8d36d836dc9f03a3.js async>/script>script src/_next/static/chunks/234-4084c28496ae2d07.js async>/script>script src/_next/static/chunks/app/layout-afe1ec13b1c373fd.js async>/script>script src/_next/static/chunks/app/loading-97ffb2aa4f2c428a.js async>/script>meta nametheme-color media(prefers-color-scheme: light) contentwhite/>meta nametheme-color media(prefers-color-scheme: dark) contentblack/>title>Bjorn Melin - Senior Data Scientist & Cloud Solutions Architect/title>meta namedescription contentPortfolio of Bjorn Melin, a Senior Data Scientist and Cloud Solutions Architect specializing in AI/ML solutions, GenAI innovation, and cloud-native architectures. 6x AWS Certified professional with expertise in machine learning and scalable cloud solutions./>meta nameauthor contentBjorn Melin/>meta namekeywords contentNeuro-symbolic AI,Deep Learning,Reinforcement Learning,Machine Learning,AWS Machine Learning Engineer,AWS Solutions Architect,AWS SysOps Administrator,AWS Developer,AWS AI Practitioner,Cloud Architecture,MLOps,Data Science,Python,Java,TypeScript,FastAPI,Next.js,React,Neural Networks,TensorFlow,PyTorch,LangChain,CloudFormation,Kubernetes,Docker,CI/CD,GitHub Actions,Vector Databases,Statistical Modeling,Clustering Algorithms,PCA,Feature Engineering,Databricks,AWS SageMaker,Generative AI,Large Language Models,Serverless,Innovation,Node.js,Full-Stack Development,Cloud Computing/>meta namecreator contentBjorn Melin/>meta propertyog:title contentBjorn Melin - Senior Data Scientist & Cloud Solutions Architect/>meta propertyog:description contentPortfolio of Bjorn Melin, a Senior Data Scientist and Cloud Solutions Architect specializing in AI/ML solutions, GenAI innovation, and cloud-native architectures./>meta propertyog:image contenthttp://localhost:3000/screenshots/hero-preview.png/>meta propertyog:image:width content1200/>meta propertyog:image:height content630/>meta propertyog:image:alt contentBjorn Melin - Portfolio Hero Section/>meta propertyog:type contentwebsite/>meta nametwitter:card contentsummary_large_image/>meta nametwitter:title contentBjorn Melin - Senior Data Scientist & Cloud Solutions Architect/>meta nametwitter:description contentPortfolio of Bjorn Melin, a Senior Data Scientist and Cloud Solutions Architect specializing in AI/ML solutions, GenAI innovation, and cloud-native architectures./>meta nametwitter:image contenthttp://localhost:3000/screenshots/hero-preview.png/>link relicon href/headshot/headshot-2024.jpg/>link relapple-touch-icon href/headshot/headshot-2024.jpg/>meta namenext-size-adjust/>script src/_next/static/chunks/polyfills-42372ed130431b0a.js noModule>/script>/head>body class__className_f367f3>script>((e,t,r,n,o,i,a,l)>{let sdocument.documentElement,ulight,dark;function c(t){(Array.isArray(e)?e:e).forEach(e>{let rclasse,nr&&i?o.map(e>ie||e):o;r?(s.classList.remove(...n),s.classList.add(i&&it?it:t)):s.setAttribute(e,t)}),l&&u.includes(t)&&(s.style.colorSchemet)}if(n)c(n);else try{let elocalStorage.getItem(t)||r,na&&systeme?window.matchMedia((prefers-color-scheme: dark)).matches?dark:light:e;c(n)}catch(e){}})(class,theme,system,null,light,dark,null,true,true)/script>div classrelative min-h-screen flex flex-col>nav classfixed top-0 w-full bg-background/95 backdrop-blur supports-backdrop-filter:bg-background/60 z-50 border-b border-border>div classcontainer mx-auto px-4>div classflex h-16 items-center justify-between>a classtext-xl font-bold href/>Bjorn Melin | Portfolio/a>div classhidden md:flex items-center space-x-4>a classtext-foreground/60 hover:text-foreground href/>Home/a>span classtext-muted-foreground/30>|/span>a classtext-foreground/60 hover:text-foreground href/about/>About/a>span classtext-muted-foreground/30>|/span>a classtext-foreground/60 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1.41 1.41>/path>path dm17.66 17.66 1.41 1.41>/path>path dM2 12h2>/path>path dM20 12h2>/path>path dm6.34 17.66-1.41 1.41>/path>path dm19.07 4.93-1.41 1.41>/path>/svg>svg xmlnshttp://www.w3.org/2000/svg width24 height24 viewBox0 0 24 24 fillnone strokecurrentColor stroke-width2 stroke-linecapround stroke-linejoinround classlucide lucide-moon absolute h-1.2rem w-1.2rem rotate-90 scale-0 transition-all dark:rotate-0 dark:scale-100 aria-hiddentrue>path dM20.985 12.486a9 9 0 1 1-9.473-9.472c.405-.022.617.46.402.803a6 6 0 0 0 8.268 8.268c.344-.215.825-.004.803.401>/path>/svg>span classsr-only>Toggle theme/span>/button>/div>button typebutton classmd:hidden p-2 aria-labelToggle menu>svg xmlnshttp://www.w3.org/2000/svg width24 height24 viewBox0 0 24 24 fillnone strokecurrentColor stroke-width2 stroke-linecapround stroke-linejoinround classlucide lucide-menu aria-hiddentrue>path dM4 5h16>/path>path dM4 12h16>/path>path dM4 19h16>/path>/svg>/button>/div>/div>/nav>main classflex-grow container mx-auto px-4 pt-16 pb-8>!--$-->main classflex min-h-screen flex-col>section classrelative min-h-90vh flex items-center>div classcontainer mx-auto px-4>div classmax-w-4xl mx-auto flex flex-col items-center text-center gap-8>div classflex-shrink-0 styleopacity:0;transform:scale(0.5)>div classrelative w-48 h-48 md:w-64 md:h-64 rounded-full overflow-hidden border-4 border-primary/10>img altBjorn Melin fetchPriorityhigh decodingasync data-nimgfill classobject-cover styleposition:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent src/headshot/headshot-2024.jpg/>/div>/div>div classflex flex-col items-center styleopacity:0;transform:translateY(20px)>h1 classtext-4xl md:text-6xl lg:text-7xl font-bold tracking-tight>Hi, I'm Bjorn Melin/h1>p classmt-6 text-lg md:text-xl lg:text-2xl text-muted-foreground max-w-3xl>Senior Data Scientist | Cloud Solutions Architect | 6x AWS Certified | AI/ML & GenAI Innovator/p>div classmt-8 flex flex-wrap justify-center gap-4>a classinline-flex h-12 items-center justify-center rounded-lg bg-primary px-8 text-sm font-medium text-primary-foreground hover:bg-primary/90 transition-colors href/contact/>Get in Touch/a>a classinline-flex h-12 items-center justify-center rounded-lg border border-input bg-background px-8 text-sm font-medium hover:bg-accent hover:text-accent-foreground transition-colors href/projects/>View Projects/a>/div>/div>/div>/div>/section>section classpy-24 relative overflow-hidden bg-gradient-to-br from-background via-primary/5 to-background>div classabsolute inset-0 w-full h-full>div classabsolute right-0 top-0 w-96 h-96 bg-primary/10 rounded-full blur-3xl -z-10>/div>div classabsolute left-0 bottom-0 w-96 h-96 bg-secondary/10 rounded-full blur-3xl -z-10>/div>/div>div classcontainer mx-auto px-4>div classtext-center mb-20 relative>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold transition-colors focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 text-foreground mb-4>svg xmlnshttp://www.w3.org/2000/svg width24 height24 viewBox0 0 24 24 fillnone strokecurrentColor stroke-width2 stroke-linecapround stroke-linejoinround classlucide lucide-sparkles w-3 h-3 mr-2 text-primary aria-hiddentrue>path dM11.017 2.814a1 1 0 0 1 1.966 0l1.051 5.558a2 2 0 0 0 1.594 1.594l5.558 1.051a1 1 0 0 1 0 1.966l-5.558 1.051a2 2 0 0 0-1.594 1.594l-1.051 5.558a1 1 0 0 1-1.966 0l-1.051-5.558a2 2 0 0 0-1.594-1.594l-5.558-1.051a1 1 0 0 1 0-1.966l5.558-1.051a2 2 0 0 0 1.594-1.594z>/path>path dM20 2v4>/path>path dM22 4h-4>/path>circle cx4 cy20 r2>/circle>/svg>About Me/div>h2 classtext-4xl md:text-5xl font-bold mb-6>Crafting AI Solutions & span classtext-primary>Cloud Architecture/span>/h2>p classtext-lg text-muted-foreground max-w-2xl mx-auto>Senior Data Scientist and AWS Solutions Architect specializing in AI/ML innovations and scalable cloud architecture/p>/div>div classgrid lg:grid-cols-5 gap-8 items-start mb-16>div classrounded-xl border bg-card text-card-foreground shadow lg:col-span-2 p-6 hover:shadow-md transition-shadow>div classflex items-center gap-3 mb-6>div classp-2 rounded-lg bg-primary/10>svg xmlnshttp://www.w3.org/2000/svg width24 height24 viewBox0 0 24 24 fillnone strokecurrentColor stroke-width2 stroke-linecapround stroke-linejoinround classlucide lucide-graduation-cap w-6 h-6 text-primary aria-hiddentrue>path dM21.42 10.922a1 1 0 0 0-.019-1.838L12.83 5.18a2 2 0 0 0-1.66 0L2.6 9.08a1 1 0 0 0 0 1.832l8.57 3.908a2 2 0 0 0 1.66 0z>/path>path dM22 10v6>/path>path dM6 12.5V16a6 3 0 0 0 12 0v-3.5>/path>/svg>/div>h3 classtext-2xl font-semibold>Background/h3>/div>p classtext-muted-foreground leading-relaxed>As a Senior Data Scientist and Cloud Solutions Architect with 6 AWS certifications, I specialize in developing cutting-edge AI/ML solutions and GenAI innovations. My expertise spans cloud architecture, machine learning, and building scalable AI solutions that drive business value./p>/div>div classlg:col-span-3 grid sm:grid-cols-2 gap-6>div classrounded-xl border bg-card text-card-foreground shadow p-6 hover:shadow-md transition-shadow>div classflex items-center gap-3 mb-6>div classp-2 rounded-lg bg-purple-500/10 text-purple-500>svg xmlnshttp://www.w3.org/2000/svg width24 height24 viewBox0 0 24 24 fillnone strokecurrentColor stroke-width2 stroke-linecapround stroke-linejoinround classlucide lucide-brain w-6 h-6 aria-hiddentrue>path dM12 18V5>/path>path dM15 13a4.17 4.17 0 0 1-3-4 4.17 4.17 0 0 1-3 4>/path>path dM17.598 6.5A3 3 0 1 0 12 5a3 3 0 1 0-5.598 1.5>/path>path dM17.997 5.125a4 4 0 0 1 2.526 5.77>/path>path dM18 18a4 4 0 0 0 2-7.464>/path>path dM19.967 17.483A4 4 0 1 1 12 18a4 4 0 1 1-7.967-.517>/path>path dM6 18a4 4 0 0 1-2-7.464>/path>path dM6.003 5.125a4 4 0 0 0-2.526 5.77>/path>/svg>/div>h3 classtext-xl font-semibold>AI & Machine Learning/h3>/div>div classflex flex-wrap gap-2>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-purple-500/10 text-purple-500 hover:scale-105 transition-transform>Neural Networks/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-purple-500/10 text-purple-500 hover:scale-105 transition-transform>Reinforcement Learning/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-purple-500/10 text-purple-500 hover:scale-105 transition-transform>Deep Learning/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-purple-500/10 text-purple-500 hover:scale-105 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xmlnshttp://www.w3.org/2000/svg width24 height24 viewBox0 0 24 24 fillnone strokecurrentColor stroke-width2 stroke-linecapround stroke-linejoinround classlucide lucide-cloud w-6 h-6 aria-hiddentrue>path dM17.5 19H9a7 7 0 1 1 6.71-9h1.79a4.5 4.5 0 1 1 0 9Z>/path>/svg>/div>h3 classtext-xl font-semibold>Cloud Architecture & MLOps/h3>/div>div classflex flex-wrap gap-2>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-blue-500/10 text-blue-500 hover:scale-105 transition-transform>AWS SageMaker/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-blue-500/10 text-blue-500 hover:scale-105 transition-transform>Docker/Kubernetes/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-blue-500/10 text-blue-500 hover:scale-105 transition-transform>CloudFormation/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-blue-500/10 text-blue-500 hover:scale-105 transition-transform>Vector DBs/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-blue-500/10 text-blue-500 hover:scale-105 transition-transform>GPU Acceleration/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-blue-500/10 text-blue-500 hover:scale-105 transition-transform>CI/CD/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-blue-500/10 text-blue-500 hover:scale-105 transition-transform>Docker/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-blue-500/10 text-blue-500 hover:scale-105 transition-transform>Git/div>/div>/div>div classrounded-xl border bg-card text-card-foreground shadow p-6 hover:shadow-md transition-shadow>div classflex items-center gap-3 mb-6>div classp-2 rounded-lg bg-green-500/10 text-green-500>svg xmlnshttp://www.w3.org/2000/svg width24 height24 viewBox0 0 24 24 fillnone strokecurrentColor stroke-width2 stroke-linecapround stroke-linejoinround classlucide lucide-code w-6 h-6 aria-hiddentrue>path dm16 18 6-6-6-6>/path>path dm8 6-6 6 6 6>/path>/svg>/div>h3 classtext-xl font-semibold>Programming/h3>/div>div classflex flex-wrap gap-2>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-green-500/10 text-green-500 hover:scale-105 transition-transform>Python/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-green-500/10 text-green-500 hover:scale-105 transition-transform>Java/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-green-500/10 text-green-500 hover:scale-105 transition-transform>TypeScript/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-green-500/10 text-green-500 hover:scale-105 transition-transform>TensorFlow/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-green-500/10 text-green-500 hover:scale-105 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font-semibold>Data Science/h3>/div>div classflex flex-wrap gap-2>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-orange-500/10 text-orange-500 hover:scale-105 transition-transform>Feature Engineering/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-orange-500/10 text-orange-500 hover:scale-105 transition-transform>Dimensionality Reduction/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-orange-500/10 text-orange-500 hover:scale-105 transition-transform>Clustering/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-orange-500/10 text-orange-500 hover:scale-105 transition-transform>Statistical Modeling/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-orange-500/10 text-orange-500 hover:scale-105 transition-transform>Databricks/div>div classinline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 bg-orange-500/10 text-orange-500 hover:scale-105 transition-transform>Plotly Dash/div>/div>/div>/div>/div>div classtext-center relative z-10>a classinline-flex h-12 items-center justify-center rounded-lg bg-primary px-8 text-sm font-medium text-primary-foreground hover:bg-primary/90 transition-colors group pointer-events-auto href/about/>Learn More About Mesvg xmlnshttp://www.w3.org/2000/svg width24 height24 viewBox0 0 24 24 fillnone strokecurrentColor stroke-width2 stroke-linecapround stroke-linejoinround classlucide lucide-arrow-right w-4 h-4 ml-2 transition-transform group-hover:translate-x-1 aria-hiddentrue>path dM5 12h14>/path>path dm12 5 7 7-7 7>/path>/svg>/a>/div>/div>/section>section classpy-20>div classcontainer mx-auto px-4>div classmax-w-3xl mx-auto text-center mb-12>h2 classtext-3xl md:text-4xl font-bold tracking-tight>Featured Projects/h2>p classmt-4 text-lg text-muted-foreground>A selection of my recent work in cloud architecture and full-stack development/p>/div>div classgrid md:grid-cols-2 lg:grid-cols-3 gap-8 mt-12>div classh-full styleopacity:0;transform:translateY(20px)>div classbg-card rounded-lg shadow-lg overflow-hidden h-full flex flex-col>div classrelative h-48>img altStardex - Explore GitHub Stars Intelligently loadinglazy decodingasync data-nimgfill classobject-cover transition-transform hover:scale-105 duration-300 styleposition:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent src/projects/stardex.png/>/div>div classp-6 space-y-4>div>h3 classtext-xl font-semibold mb-2>Stardex - Explore GitHub Stars Intelligently/h3>div classinline-block rounded-full bg-primary/10 px-2 py-1 text-xs text-primary mb-2>Featured Project/div>p classtext-muted-foreground>🌟 Stardex: Explore GitHub Stars Intelligently. Stardex is a powerful web app that lets you search, filter, and cluster any GitHub user's starred repositories. Discover hidden patterns and find your next favorite project with intelligent, AI-powered exploration./p>/div>div classflex flex-wrap gap-2>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Next.js/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Python/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>FastAPI/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Machine Learning/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>AWS Lambda/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Clustering/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>AWS S3/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Sklearn/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>PCA/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Hierarchical Clustering/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>K-means Clusering/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>AWS API Gateway/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>tailwindcss/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>AWS CDK/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Text Embeddings/span>/div>div classflex gap-4 pt-2>a target_blank relnoopener noreferrer classinline-flex items-center justify-center gap-2 whitespace-nowrap rounded-md text-sm font-medium transition-colors focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:pointer-events-none disabled:opacity-50 &_svg:pointer-events-none &_svg:size-4 &_svg:shrink-0 border border-input bg-background shadow-sm hover:bg-accent hover:text-accent-foreground h-9 px-4 py-2 hrefhttps://github.com/BjornMelin/stardex>GitHub/a>a target_blank relnoopener noreferrer classinline-flex items-center justify-center gap-2 whitespace-nowrap rounded-md text-sm font-medium transition-colors focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:pointer-events-none disabled:opacity-50 &_svg:pointer-events-none &_svg:size-4 &_svg:shrink-0 bg-primary text-primary-foreground shadow hover:bg-primary/90 h-9 px-4 py-2 hrefhttps://stardex.bjornmelin.io>Live Demo/a>/div>/div>/div>/div>div classh-full styleopacity:0;transform:translateY(20px)>div classbg-card rounded-lg shadow-lg overflow-hidden h-full flex flex-col>div classrelative h-48>img altPolyAgent Research Intelligence loadinglazy decodingasync data-nimgfill classobject-cover transition-transform hover:scale-105 duration-300 styleposition:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent src/projects/polyagent-research.png/>/div>div classp-6 space-y-4>div>h3 classtext-xl font-semibold mb-2>PolyAgent Research Intelligence/h3>div classinline-block rounded-full bg-primary/10 px-2 py-1 text-xs text-primary mb-2>Featured Project/div>p classtext-muted-foreground>A modular, multi-agent AI research and report generation platform. Enter any topic, and PolyAgent Research Intelligence orchestrates multiple AI agents to retrieve literature, analyze data, and generate a polished report. Built for researchers and AI/ML engineers, leveraging LangChain, FastAPI, PostgreSQL, advanced LLMs, and a Next.js front-end./p>/div>div classflex flex-wrap gap-2>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Machine Learning/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>AI/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Next.js/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Grafana/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Prometheus/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Multi-Agent Systems/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>AI Research/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Agentic AI/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>LangChain/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>FastAPI/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Large Language Models/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>AI Engineering/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>OpenRouter/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>FAISS Vector Database/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>tailwindcss/span>/div>div classflex gap-4 pt-2>a target_blank relnoopener noreferrer classinline-flex items-center justify-center gap-2 whitespace-nowrap rounded-md text-sm font-medium transition-colors focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:pointer-events-none disabled:opacity-50 &_svg:pointer-events-none &_svg:size-4 &_svg:shrink-0 border border-input bg-background shadow-sm hover:bg-accent hover:text-accent-foreground h-9 px-4 py-2 hrefhttps://github.com/BjornMelin/polyagent-research-intelligence>GitHub/a>/div>/div>/div>/div>div classh-full styleopacity:0;transform:translateY(20px)>div classbg-card rounded-lg shadow-lg overflow-hidden h-full flex flex-col>div classrelative h-48>img altAIScout loadinglazy decodingasync data-nimgfill classobject-cover transition-transform hover:scale-105 duration-300 styleposition:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent src/projects/ai-scout.png/>/div>div classp-6 space-y-4>div>h3 classtext-xl font-semibold mb-2>AIScout/h3>div classinline-block rounded-full bg-primary/10 px-2 py-1 text-xs text-primary mb-2>Featured Project/div>p classtext-muted-foreground>Real-time AI/ML content aggregator and discovery platform. Automatically curates cutting-edge research papers, repositories, articles, and discussions about artificial intelligence, machine learning, and LLMs. Built with React, Python, and AWS./p>/div>div classflex flex-wrap gap-2>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>React/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Real-Time/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>AI/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>ML/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Technology/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>AI-Research/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Content-Discovery/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Postcss/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Zod/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Zustand/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>TailwindCSS/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Shadcn/span>span classinline-flex items-center rounded-full font-medium bg-primary/10 text-primary hover:bg-primary/20 transition-colors border border-primary/20 text-xs px-2 py-1>Next.js/span>/div>div classflex gap-4 pt-2>a target_blank relnoopener noreferrer classinline-flex items-center justify-center gap-2 whitespace-nowrap rounded-md text-sm font-medium transition-colors focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:pointer-events-none disabled:opacity-50 &_svg:pointer-events-none &_svg:size-4 &_svg:shrink-0 border border-input bg-background shadow-sm hover:bg-accent hover:text-accent-foreground h-9 px-4 py-2 hrefhttps://github.com/BjornMelin/aiscout-frontend>GitHub/a>/div>/div>/div>/div>/div>div classmt-12 text-center>a classinline-flex h-12 items-center justify-center rounded-lg border border-input bg-background px-8 text-sm font-medium hover:bg-accent hover:text-accent-foreground transition-colors href/projects/>View All Projects/a>/div>/div>/section>/main>!--/$-->/main>footer classborder-t border-border>div classcontainer mx-auto px-4 py-8>div classgrid grid-cols-1 md:grid-cols-3 gap-8>div classspace-y-4>h3 classtext-lg font-semibold>Portfolio/h3>p classtext-sm text-foreground/60>© !-- -->2025!-- --> Bjorn Melin. 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