Custom AI operations systems, built for real use.

I design and implement personalized AI-powered automations, application integrations, and programs for people who need reliable systems that fit how they and their businesses actually work.

Operational intelligence without handing your work to a black box.

I implement systems built with Codex, OpenClaw and Hermes to create personalized and business-specific AI automations, dashboards, local tools and agent communications systems, and integrate them into unified, observable, and interactive operating surfaces. These are real systems that do real work, and they can be inspected, extended, and adapted as your needs evolve.

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Parallel agent work, organized like a real operations floor.

Codex / OpenClaw / Hermes systems can run through a private, encrypted, self-hosted Matrix chat server, with Element desktop and mobile apps as the operator console. Each room can map to a project, function, or agent, so multiple OpenClaw agents and agents from other AI platforms can be coordinated in one familiar messaging surface.

Private Matrix server Element desktop and mobile Parallel project rooms Cross-platform agent coordination
Element desktop app showing multiple Matrix chat rooms used to coordinate OpenClaw agents across research, management, business development, personal, warehouse, and maintenance workflows

Interactive systems continuously ingesting live data from disparate sources into real, unified work surfaces.

Open hub

Real applications, not just static views.

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LanguageCommand.com

An accelerated language-learning product built around proof: hear, see, speak, type, write, get assessed, and save evidence across a structured curriculum.

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Self-hosted research library

A custom-built, locally-stored extensible research library containing client-provided and web-retrieved materials. Full-text searchable, with both exact-text search functionality and rapid, intelligent semantic search via locally-run search and retrieval models. Automatically transcribes video and audio files on import, generates and stores high-quality AI summaries and outlines, and provides a locally-hosted app API enabling direct, secure, local and mobile access by the client's AI agents.

Custom client build

Small tools built around concrete operator problems.

WhatsApp Collector and PennyScribe are standalone products I built to make real workflows easier: local WhatsApp context exports, meeting recording, diarized transcription, and reusable summaries.

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Choose the right level of help.

Compare comprehensive engagements, installation, advisory, project build, and exploratory options before choosing a time. For privacy- or security-sensitive work, systems can be designed around secure handling and local-model-only operation, subject to the hardware needed to run sufficiently capable open-source models.

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