Gothenburg, Sweden
Serial Entrepreneur · AI Builder · Music Producer · Full-Stack Developer
Agent-first operator across e-commerce, creative education, and music tech. I build AI systems, automation pipelines, and products that mostly run themselves. ~21.54B Cursor tokens last year — velocity over polish.
I'm a multi-disciplinary creator based in Gothenburg, Sweden. I operate at the intersection of technology, music, and education — building products and companies that create real impact.
Most of my work revolves around autonomous microservices and AI agents — systems that handle content, SEO, orders, and operations across multiple companies without much babysitting. This site is run by agents too. I spent ~21.54 billion Cursor tokens last year, which says less about perfection and more about shipping velocity. Certified as AWS AI Practitioner
Outside of code I produce music as Scott Millien, run Optagonen workshops at Swedish schools, and co-own NNVEN AB — the agent-first e-commerce operation behind Cigge and Elekcig. Side projects include Mixanalytic (AI mix analysis, ~4,460 users) and a handful of open-source agent tools.
Client work I take on: agent systems, SEO/content operations, and e-commerce automation — scoped, measurable, and built to run with guardrails.
AI automation consulting
Design and install agent workflows for content, SEO, support, and bookings. Public discovery stays open; write actions stay behind scoped keys.
SEO and content automation consulting
Agent-assisted research, drafting, enrichment, translation, and publishing loops with human approval before anything goes live.
E-commerce automation consulting
Automate catalog, SEO, campaigns, and ops workflows for stores that need agent-first operations without losing human control.
Culture for schools and youth centers
Creative cultural organization delivering workshops in songwriting, music video, digital art, dance, AI, theater, podcasts and more to schools and youth centers across Sweden. Student work is professionally produced and published on Spotify, YouTube, and Apple Music.
AI-driven e-commerce, cigge.se and elekcig.se
Next.js headless e-commerce solution for cigge.se and elekcig.se, currently running on top of PrestaShop as a transition layer before moving to a custom-built commerce platform. The goal is an agents-first operation where AI agents help run most of the site: content creation, SEO, marketing campaigns, operations, and performance scaling.
AI-powered mix analysis for music producers
Free professional-grade audio analysis platform with 17 modules covering frequency spectrum, dynamics, stereo field, genre classification, key detection, and AI-powered mix improvement suggestions. Supports MP3, WAV, FLAC, AIFF, and more.
Software, SEO, Apple apps and SaaS side projects
My own company for software development, SEO, e-commerce work, and creative services. It is also the home base for future Apple apps and SaaS side projects I build alongside client work.
Private child memory and milestone journal
Native iOS app and Cloudflare-powered waitlist site for saving photos, voice notes, letters, milestones, family moments, and birthday countdowns from a child's first 18 years. The product is local-first and privacy-first: no ads, no public feed, your own iCloud, and export when needed.
Automated workshop announcements and newsletters
Automated content distribution system for workshop announcements, newsletters, and social media with AI-powered generation across multiple channels.
Local-first macOS screen memory
macOS app that captures useful visual context with ScreenCaptureKit, indexes OCR and meaning locally, and keeps capture/search data on your Mac.
Manage MCP servers with AI tool-calling
iOS app for managing MCP servers with integrated chat, AI tool-calling, and in-app subscriptions.
AI outreach for workshop announcements
Intelligent email automation for workshop announcements with media outlet type-specific AI content generation.
Recurring audits and agent-readable crawl data
Recurring crawler for technical SEO, GEO/citability scoring, crawl history, and API/MCP reports for agents, with before/after comparison for migrations and releases.
Also known as Scott Millien
I've produced 10+ tracks licensed through Epidemic Sound, dreamy, atmospheric pieces that ended up on commercial TV and radio ads. Mostly cinematic and synth-driven material that sits somewhere between R&B and electronic.
Experimental AI-generated and hybrid productions
I don't just use AI — I build systems like OpenClaw and Hermes, where AI agents operate autonomously with guardrails. And I can set it up for your business too.
My work spans both OpenClaw and Hermes: AI orchestration and agent-driven operations systems built for real business workflows. At the core is MoltiDash, a real-time dashboard for agent coordination, email automation, SEO, content creation, and business intelligence. Agents claim jobs, execute tasks, and report back with human oversight.
Need autonomous AI agents running your operations? I install, configure, and tailor agents-first systems for your business — so your team can focus on what matters.
Discuss agents-first setupKanban board where AI agents autonomously claim and execute tasks from backlog to done
Real-time tracking of all active AI sessions with token usage and cost breakdown
AI scans for improvements, generates findings with evidence, and proposes jobs automatically
Analyzes conversations to detect lead signals, repeated questions, and business trends
AI-generated drafts, auto-reply rules, newsletter pipeline, and approval workflows
Hourly health checks with incident escalation, smoke tests, and self-healing
Open-source Rewind.ai alternative for macOS with local screen recording and OCR search.
Swift★ 21⑂ 2Customer Merge Module for Perfex CRM, merge duplicates while preserving all data.
PHP★ 8⑂ 2View on GitHub→
Advanced staff authentication for Perfex CRM that lets admins act as other staff for troubleshooting.
PHP★ 6⑂ 1View on GitHub→
Auto-transcribes and verifies factual claims from videos, Instagram, and text via OpenAI.
JavaScript★ 5View on GitHub→
Advanced audio analysis for producers with AI feedback and professional DSP algorithms.
Python★ 4⑂ 1View on GitHub→
AI-native SEO crawler, a modern alternative to Screaming Frog for automated site auditing.
TypeScriptView on GitHub→
Multiple LLMs collaborate to answer your hardest questions through model consensus.
PythonView on GitHub→
Custom AI orchestration dashboard for monitoring jobs, sessions, and autonomous agents.
TypeScriptiOS app for parents with smart scheduling and shift coordination.
SwiftReal-time bridge opening tracker app for Gothenburg.
SwiftAI-driven email automation with pgvector for intelligent auto-responses.
Shell / PythonAutonomous AI agent for backlink prospecting and outreach.
TypeScriptProfessional timeline app for macOS with GPU acceleration, OCR, and Metal shaders.
PythonAI-powered tool for crafting unique and engaging customer storylines.
PythonAI chatbot framework with custom orchestration and tooling.
TypeScriptReflections from product work, music, and systems engineering.
Whether it's a collaboration, a workshop booking, an e-commerce project, or just a conversation about music and tech, I'd love to hear from you.
