Founder, Solution Forge Labs
Enterprise AI Architect
I'm Sukin, founder of Solution Forge Labs. I turn business workflows and data into practical AI systems, combining solution architecture, hands-on building and client delivery.
Clear, reviewable answers from the data teams already use.
Infrastructure, integrations and agents coordinating real workflows.
From problem definition to a working, evaluated system.
Selected work
Six anonymized engagements, shown at their actual delivery stage.
Products
Independent work available for direct review.
Public local-first tool
My most successful public product, still used by developers: a local-first memory layer for AI agents. Claude Code provides the current slash-command integration and CLAUDE.md sync; an OpenClaw skill entry point is included, while broader integrations remain in development.
Shipped desktop companion · v0.1.0
Windows + Mac • approval before paste • never presses Enter. A human-controlled path from an on-screen problem to a verified next prompt, with memory.
Research prototype
An experimental loop for turning a question into hypotheses, an experiment, observable metrics and a report.
Beyond the case work
Explore my broader work on GitHub, alongside independent experiments such as Secure AI Lab.
Explore my GitHubAn independent, self-hosted local AI workspace combining chat, document retrieval and workflow automation. Built with OpenWebUI, Ollama and n8n to work offline after setup.
Secure AI Lab demoContact
For focused architecture, prototyping and hands-on delivery.
