Services
Intelligent systems, AI-powered marketing, hardened infrastructure and data recovery, and bench ECU work. Pick the practice that solves the problem in front of you, or combine them.
/process
Same four-step flow across all four practices — keep the unknowns at the front, ship a written scope, hand off cleanly.
Scope the problem on the bench or on a call. Reproduce, capture logs, define what success looks like.
Written outline: approach, deliverables, timeline, dependencies. Quoted per scope, no surprises.
Implementation or recovery in passes. Short status notes; checkpoints if scope shifts.
Final delivery with notes, access, and (where relevant) a runbook or handover document.
01 · AI & Agents
Production-grade LLM systems — agents, automation, and AI-native web products.
Open-source first: open models, open weights, and open runtimes where they fit the work.
02 · AI Marketing
Marketing that runs on the same systems I build — AI-assisted SEO, content pipelines, and lead capture that convert while you sleep.
Measured, not guessed: every campaign ships with analytics and a baseline to beat.
03 · Systems & Recovery
Linux infrastructure, networks, and logical data recovery — quiet, hardened, dependable.
04 · Automotive / ECU
Bench and OBD ECU work — cloning, virginization, and adaptation for modern platforms.
/engagement
Three shapes. Pick the one that fits the work — quoting happens after diagnosis, fixed for the agreed scope.
01
Fixed scope, defined outcome.
Who it is for
Builds with a clear deliverable — an agent, a hardened server, a recovered drive, a cloned ECU.
What is included
Quoting
Per scope, after diagnosis. No hourly drift.
Start a project02
Ongoing systems & AI care.
Who it is for
Teams that want a steady hand for production intelligent agents, Linux infrastructure, or networking — without hiring one.
What is included
Quoting
Per scope, after diagnosis. No hourly drift.
Start a project03
Ship the ECU / drive — mail-in friendly.
Who it is for
Data recovery and ECU work that ships to the bench, gets done, and ships back. Same protocol as an in-person drop-off.
What is included
Quoting
Per scope, after diagnosis. No hourly drift.
Start a project/faq
Seven things people ask before they send a drive, ship an ECU, or sign a scope.
/free audit
Tell me where your business loses hours — I’ll reply with 3 concrete AI automations you can deploy.
/contact
Tell me what you’re trying to ship, recover, or fix. I read every message and reply within two business days.
