Capability Dossier · Remote AI Role Positioning

Forward Deployed AI Engineer / Automation Builder

I don't study AI roles. I already ship the work they describe.

A fleet of live, revenue-serving apps built solo — lead automation, marketing-intelligence dashboards, an AI website scanner, and multi-model LLM pipelines — deployed and running in production for real clients. This sheet maps each build to the AI job categories it proves, with links you can click.

15+
Live production apps
6
Client verticals
End→end
Spec · build · deploy
AI-native
Built with Claude daily
Next.js 16 / React 19NodeClaude API ResendSQLite / Postgresnginx · systemd DockerLet's Encrypt · DNSSquare / Wix APIs

Fit ranking

Strong — this is the day job, already Solid — provable, direct experience Partial — real but transferable, not the core Tip: click any résumé line to copy it
01

Automation & AI Workflows

Strong

Your single strongest lane. Every app in the fleet moves data through a pipeline — web form → CRM → segmented email outreach — with webhook capture, reply tracking, and scheduled runners. When a listing says "wire AI into workflows," that's your Tuesday.

NWeDash ★ Hero Fence · Wix→Square sync Sylvie Outreach CoreClaw orchestration BrandKeep pipeline
résumé line Designed and shipped end-to-end automation pipelines moving leads from web forms through CRM into segmented email outreach across 12+ production apps — integrating Wix, Square, Resend, and custom webhook + reply-capture layers.
02

AI Business, Marketing & Strategy

Strong

The rare engineer who also owns the strategy half. You build marketing-intelligence dashboards that price funnel leakage in real client revenue and issue Scale / Keep / Kill verdicts on ad campaigns. Few candidates can do both sides — that's your edge.

BoomFunnel · attribution engine NWeDash ★ Practice Sys FixMyWebsite funnel
résumé line Built marketing-intelligence dashboards tracking cost-per-lead, funnel leakage, and Scale/Keep/Kill campaign verdicts — pricing conversion leaks in real client revenue for dental and home-services clients.
03

AI Product & Strategy

Solid

You take AI products from idea to live revenue solo — most notably an AI website health-check scanner (PageSpeed / SSL / malware) that doubles as a top-of-funnel lead magnet. Spec, build, ship, iterate: no PM handoff, no deck-only strategist.

résumé line Took AI products from concept to live revenue solo — including an AI website health-check scanner (PageSpeed, SSL, malware) that doubles as a lead-generation funnel — owning spec, build, deployment, and iteration.
04

NLP & Prompt Engineering

Solid

Applied, production prompt work — not academic NLP, which is what most listings actually want. You run multi-model pipelines with role separation (a planner model authors, an executor model ships) and content-classification flows that route scanned assets by kind and status.

Concept renderers · Fable→Sonnet BrandKeep · Gemma classify NWe Articles · GEO pipeline NWeDash ★
résumé line Engineered multi-model LLM pipelines with structured output and role separation (planner model authors, executor model ships), plus content-classification pipelines that route scanned assets by kind and publication status.
05

AI & Machine Learning Engineers

Partial

You integrate models rather than train them — so you fit the Applied AI / agent-builder flavor, not model research. Real proof: an agent bearer-key contract and machine-readable schema that let a Claude agent operate a production app directly.

Agency Portal · agent API NWeDash ★ CoreClaw · run/poll/fetch
résumé line Integrated LLMs and agents into production business software via API — structured tool-calling, an agent bearer-key contract, and a machine-readable schema endpoint that lets an AI agent operate the app directly.
06

MLOps & AI Infrastructure

Partial

Genuine infra/DevOps depth — you own the full deploy path — but it's ops, not MLOps specifically (no model serving / GPU orchestration). Directly transferable: nginx, systemd, Docker, SSL, DNS, droplet ops across the whole fleet.

Boss / Clawdwell fleet JNR · Docker migration NWeDash ★
résumé line Own the full deploy path for a fleet of Node/Next apps — nginx vhosts, systemd services, Docker containers, Let's Encrypt SSL, DNS, and DigitalOcean droplet operations — including a live WordPress-to-Docker migration.
07

Data Science & Analytics

Partial

Your weakest match — it's product/BI analytics, not statistical modeling. Still real: bot-classification by ASN, landing-event tracking with dwell time, conversion and close-rate reporting. Target only roles framed as "analytics engineering."

résumé line Built product-analytics systems including bot classification by ASN/IP owner, landing-event tracking with dwell time, and conversion / close-rate reporting across client marketing funnels.

Production systems

A working fleet — most of it live and clickable. Two flagships lead: BoomFunnel, a multi-source marketing-attribution platform, and FuturesIntel, a futures market-intelligence platform I own and run.

SystemWhat it isDomains
BoomFunnel GoldstarATM · private Multi-brand marketing-attribution platform for an ATM enterprise: pulls GA4, Google Ads, Zoho CRM, Phone.com, Aloware, and Google Merchant Center into synced data warehouses, then runs a multi-rule lead-attribution engine (form / phone-line / derived-CRM), SEO scanning, business-type enrichment (Google Places), a team scoreboard, and per-rep SalesDash reporting. React / Express / Postgres / Drizzle, ~45 pages. Data-Eng · Analytics · Applied-AI · Automation
FuturesIntel futuresintel.com Market-intelligence platform for futures traders that I own and run: live futures data, structured intel (drivers, correlations, breadth & sentiment, volatility, seasonality, COT/flows), and 20+ proprietary tools (VIX-spike, GEX Watch, SPY put/call, Breadth Watch, COT Watch, Sector Rotation, Flow Tracker) — integrating CFTC, Alpaca, Yahoo Finance, and FRED into custom FI indicators. Markets · Data-Eng · Product
NWeDash dash.nwesource.com Agency operator platform: lead CRM (calls / VMs / texts), white-label SEO reporting, competitor tracking, email-to-lists, the FixMyWebsite scanner, an outreach funnel, article publishing, a GEO tracker (how brands surface in AI answers), and a security mail-watcher — one product touching nearly every category. Automation · Marketing · Product · Applied-AI
Field CockpitNWeDash · mobile The thumb-friendly, mobile-only field-sales tool: one-tap call lists sorted East→West, a nudge pipeline, hot-lead surfacing, per-rep "Mine" logins, phone-number-type differentiation, and pre-programmed text intros (the "Time to Text" concept-lead tile) — NWeDash rebuilt for working leads from your phone in the field. dash.nwesource.com/dashboard/m Mobile · Product · Automation
Agency Portalportal.nwesource.com White-label client portal with dual auth plus an agent bearer-key API and machine-readable schema — an AI agent can operate the app directly; every write is attributed to human vs. agent. Applied-AI · Product
Practice Syspsys.nwesource.com Operator console + client portal for a dental-consulting firm: a custom proposal generator, Open Dental integration, a CRM dashboard, leads, outreach, and NexHealth practice-data aggregation. Product · Automation · Marketing
FixMyWebsitefixmywebsitefast.com AI website health-check scanner (PageSpeed / SSL / malware / tech-stack) built as a reusable service that doubles as a lead-gen funnel feeding a CRM. Product · Automation · Applied-AI
Fence Estimate ToolHero Fence Automated proposal pipeline: takes a lead, measures & prices the job from a map integration, selects materials, books it on an integrated calendar, and writes a Square estimate delivered as a proposal email — an end-to-end, multi-API workflow. hero.nwesource.com Automation · Product
GEO Scan Toolnwesource Generative-engine-optimization scanner — audits how a site/brand surfaces in AI-generated answers and flags where it's missing from LLM results, feeding the GEO tracker in NWeDash. Applied-AI · Marketing
Custom Upsell ToolPLS · private A custom upsell / order-bump tool built for client PLS. [description pending your one-liner] Product · Automation
Sylvie Outreachdash.sylviewrobel.com Resend outreach app: ZIP-centroid distance-sorted recipients, editable templates, throttled sends, reply logging. Automation · Marketing
CoreClaw & BrandKeepinternal A Python API-orchestration harness (run → poll → fetch pipelines with retry & dedup) and an LLM content-classification pipeline (scan → classify by kind → route by status). Automation · Applied-AI
Client site fleet15+ live 15+ live client sites built, deployed, and maintained solo — JNR Roofing, FCS Detailing, FRESHstart, Sylvie Wrobel, and more — across Next.js, static, and Node, with nginx / SSL / DNS owned end to end. Web · Product · Marketing
Copied to clipboard