Selected work / AI systems & software
Ideas,
made real.
From AI media pipelines to agentic planning tools, RAG-powered assistants, and a live AI app. A look inside the systems we've built and the problems behind them.
A mix of live products, internal tools, and prototypes, all designed and built in-house. Client work is described only with the client's permission.
Product · FFLUCE Scheduler
From media library to scheduled release
The problem
Producing a steady channel of long-form ambient videos means juggling a media library, compositions, renders, titles, descriptions, thumbnails, and upload schedules across separate tools.
The build
FFLUCE Scheduler connects reusable media, composition, AI-assisted titles, descriptions and thumbnails, rendering, and YouTube scheduling in one application, so each video can be followed from library to scheduled release.
Useful when a content operation repeats the same production and scheduling steps for every release.
- Status
- Working product
- My role
- Design, engineering, deployment
- Built with
- FFLUCE rendering · AI-assisted metadata & thumbnails · YouTube scheduling
Client case study · Media automation
From one recording to every format
The problem
A recurring long-form recording needs many publishable versions. Finding excerpts, planning edits, reviewing captions, choosing formats, and keeping final files organized were separate, manual jobs.
The build
A custom application keeps the whole job in one workspace: transcription, AI-assisted hooks and highlights, ranked music excerpts, reviewable captions, batch renders in every format, and an organized delivery folder.
Useful whenever one source has to become many reviewed deliverables.
- Status
- Working client application (anonymized)
- My role
- Design and engineering
- Built with
- Python · FFmpeg · AI-assisted analysis · web review interface
Custom AI software · Shepherd
From scattered context to an approved plan
The problem
Project context lives across docs, repositories, tickets, and conversations, and drifts apart as work moves.
The build
Shepherd is an AI project manager that turns repository docs, tickets, and meeting transcripts into structured plans and proposed GitHub work. The team reviews the changes before they are applied.
Useful when people spend more time reconciling the plan than moving it forward.
- My role
- Design and engineering
- Built with
- AI planning · GitHub issues · Meeting transcripts
Product · Tavros.ai
One connected system for goals, money, and habits
The problem
Goals, budgets, routines, schedules, and notes usually live in separate apps, so it's hard to see what's working and what's slipping.
The build
Tavros brings goals, money, habits, time, learning, and notes into one system. Describe a goal and it proposes the habits, budgets, study plans, and KPIs to support it, then reports on how it's going.
The same connected-data pattern powers focused business dashboards and internal tools.
- Status
- Live product
- My role
- Design, engineering, AWS deployment
- Built with
- C#/.NET · AWS · PostgreSQL · RAG memory
Consumer AI product · AI Meditation Guide
A live AI app, start to finish
The problem
A useful guided session has to fit the person: their intention, the voice they like, and the sound around it.
The build
The app generates a session script from the listener's intention, voices it with synthesized speech, layers background sound, and saves sessions to their account. Built and deployed across iOS and Android with automated releases.
The same building blocks power business tools: generated drafts, natural voices, user accounts, and reliable releases.
- Status
- Live product
- My role
- Design, engineering, deployment
- Built with
- React Native/Expo · LLM & voice APIs · CI/CD
New product · Storyboard Director
From musical direction to an editable AI film
The problem
Creating a complete AI music video involves more than generating individual clips. Shot direction, references, timing, alternate takes and transitions must remain connected as the film changes.
The build
The film plan is the shared structure for planning, generation and editing. Creators review shot direction before rendering, work with saved takes, and follow source generation, transitions and assembly through distinct stages.
Useful wherever AI generates the material but a person directs the result.
- Status
- New product
- Built with
- Local & cloud AI video generation · Premiere XML & After Effects JSX export
Start with one workflow
WHAT KEEPS
SLOWING YOU DOWN?
Show us the repeated task, the missing information, or the tool that doesn't fit. In a free 20-minute call, we'll decide whether there's a useful project to take on.