B2B + Personal Software Delivery
I build reliable SaaS + automation systems for operators.
I help founders and operators ship practical software: vertical SaaS products, Linux-backed automation, and AI-assisted workflows that reduce friction and improve throughput.
What I Build
Martial Arts SaaS
Owner and student portals, attendance, progression, billing routing, events, store, and marketing tools in one operating system.
Linux Bridge / Automation
Server automation, preflight checks, scripted operations, and deployment hardening for reliability under real-world constraints.
AI Agent Builds
Task-scoped agent workflows for implementation, triage, and documentation so teams execute faster with traceable output.
Featured Projects
Each project page breaks down business context, implementation strategy, and measurable operational outcomes.
AI Agent Systems
AI Agent Build Workflow
Agent-assisted engineering workflow for faster implementation with evidence-first checks, tighter scope control, and reproducible delivery logs.
- Faster turnaround on scoped engineering tasks
- Improved traceability from request to deployment
Linux + Ops Automation
Linux Bridge Automation Pipeline
Production automation for safer deployments: preflight checks, rollback strategy, and deterministic server operations for operator teams.
- Deployment risks surfaced earlier with preflight checks
- Rollback path made recovery deterministic
Vertical SaaS
Martial Arts SaaS Platform
Multi-tenant platform delivery for school operators: one system for website, attendance, progression, billing, events, store, and marketing workflows.
- Unified daily operations into one platform
- Reduced manual coordination across attendance, billing, and website updates
Need a reliable build partner?
Send your project scope and I will reply with fit, approach, and a practical delivery path.
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