
LocalMemo
More than just dictation. LocalMemo uses Apple's newest on-device technology to transcribe, structure, and let you chat directly with your personal notes, 100% offline, perfectly private, and subscription-free.
Building software companies: an independent on-device AI portfolio and a co-founded generative music startup. Directing the complete lifecycle from technical architecture to market expansion.
Documenting how the apps are built, architected, and scaled across writings and notes.
A short-form reel showing on-device generative music production with Songen, from loop generation to a finished idea ready for a DAW.
View Video →A single rock take cut at the end of a 1978 reggae session sat in the vault for three years until Chris Kimsey recovered it for Tattoo You, and Mick Jagger turned it into a stadium anthem.
View Video →At Olympic Studios in 1970, Mick Taylor, Bobby Keys, and Rocky Dijon improvised past the song ending while Andy Johns kept rolling tape, and the full seven-minute take made Sticky Fingers unedited.
View Video →Channel launch vlog covering a 14,000-step morning walk, a fifth on-device AI app built on Apple Foundation Models, and guitar tracking for a new song.
View Video →Think like a founder, execute like an architect. My philosophy is simple: eliminate unfocused development, nail the core MVP, and ship scalable products fast. The sections below outline my track record of taking complex ideas from concept to production.
Direct execution. Developing native applications, producing and releasing music, and building software products focused on quality and performance.
Captured workflow. Publishing technical notes, system architectures, and development insights alongside active production.
Systemic leverage. Linking execution directly with documentation creates a continuous, compounding feedback loop.
End-to-end development: from initial code to App Store delivery.
Architected and engineered from the ground up as a solo developer.

More than just dictation. LocalMemo uses Apple's newest on-device technology to transcribe, structure, and let you chat directly with your personal notes, 100% offline, perfectly private, and subscription-free.

Stop wasting time on data entry. LocalPlan instantly transforms scattered texts and emails into perfectly scheduled Apple Calendar events, keeping your schedule entirely private on your device.

Master your focus and build unstoppable momentum. Kaari combines a precision focus timer with on-device AI analysis to uncover your peak productivity hours and track your deep work without exposing your data.

Find the exact asset you need, instantly. RollSearch bypasses the endless photo grid by indexing your camera roll by raw system filename, giving you lightning-fast media retrieval and professional-grade file management.

Turn spoken captures into teleprompter beats and full-screen talking-head videos. Freemium on-device AI studio with 3 free saves and optional Pro lifetime unlock.
Flagship applications built as a startup co-founder. Bootstrapped and scaled to over 230,000+ downloads and profitable six-figure revenue through organic growth alongside targeted Instagram Ads and Apple Search Ads.


As Co-Founder and CEO of Vibin Oy, I directed the complete product lifecycle of Songen, a bootstrapped on-device generative AI music engine scaled to 230,000+ downloads and profitable six-figure revenue via targeted Instagram Ads and Apple Search Ads. Generate full loops in your chosen style, then refine track by track in the piano roll.
Complete audio production: from tracking to streaming platform delivery.
Commercial-grade tracks generated 100% locally on an iPhone. This playlist serves as the live proof-of-concept for the zero-server audio engines I build.
Explore the apps that generated this audio →Full technical production: from recording to direct-to-platform delivery.
Original master releases and collaborative assets pre-cleared for sync licensing, commercial placement, and media production.
Complete post-production: from editing to final broadcast delivery.
A short-form reel showing on-device generative music production with Songen, from loop generation to a finished idea ready for a DAW.
Downloadable tools, developer resources, and audio assets designed for creative and software projects.
Elevate your sound design instantly. Download premium wavetable patches, custom noise tables, and advanced signal chains engineered specifically for high-end electronic production.
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Long-form articles and short-form notes on Apple Foundation Models, Swift architecture, and on-device AI product execution.
Apple's AFM 3 Core Advanced uses a sparse architecture to run 20-billion parameters on device. Only 1 to 4 billion parameters activate per prompt within mobile thermal limits.

A practical framework for building native iOS applications, documenting development workflows, and managing independent software projects.
