I build AI-assisted workflow systems — automation pipelines, voice agents, data flows, dashboards, and the tooling to ship them safely. I learn by building practical systems: testing workflows, documenting decisions, improving through iteration, and turning operational problems into working automations. Everything I deliver includes documentation so the next operator can run it without me.
LIVE SYSTEMS
Cold outreach pipeline — n8n workflow that collects leads from local business directories, extracts personalization signals from their websites, generates AI-drafted trade-specific outreach, and routes every message through a messaging approval gate before anything is sent. Daily caps, compliance blocking, suppression lists, duplicate protection, reply tracking, nightly digest. Running now.
GDELT event monitoring — Scheduled workflow that ingests public news event data, normalizes and categorizes records, deduplicates by computed signature, checks source diversity, and logs clean entries to Google Sheets. Built for alert detection with false-positive reduction.
Multi-account Gmail AI triage — Google Workspace + Gemini integration that classifies inbound mail across accounts, routes by intent, drafts replies, and surfaces priority items for human review.
Job lead automation — Discovers job posts across sources, filters by role/salary/location/deadline, ranks opportunities, prepares application materials, and delivers a daily digest. Human approves every submission — no blind sending.
AI research digest — RSS + YouTube transcript pipeline that judges content relevance, filters for high-signal items only, and delivers a curated digest on demand.
Expense tracker bot — Accepts natural-language spending inputs, categorizes via AI, confirms before committing, and syncs to a budgeting app. Zero manual entry.
CLIENT AND PROJECT WORK
AI voice receptionist — ElevenLabs + Twilio + n8n + ServiceM8. Qualifies inbound callers, checks real-time service availability, creates booking records, fires SMS confirmations. No human in the loop for standard calls. Built for a field service business; ready for deployment pending client credentials.
AI documentary production pipeline — End-to-end n8n orchestrator for a video content client. Brief to news verification to AI script generation to AI video production to editing to publish-ready output. Full handoff documentation and setup guides delivered.
Microfinance platform — KPI dashboard built from annual-report data: branch performance cards, financial position view, loan portfolio drilldowns. Also designed a 6-role system architecture (executive, operations, field officer, finance, donor, admin) for API integration.
AI agency operator dashboard — Multi-tab CRM-style dashboard: inbox threads, client records, bookings calendar, KPI cards, severity-classified alerts, integration status panel, and settings.
TOOLS BUILT
QA automation suite — Three-layer validation: adversarial specialist agents that test from the outside, a user-perspective judge that evaluates as a real customer, and a pre-ship validator with an auto-fix loop. Runs before every client delivery.
Lead research toolkit — Playwright-based anti-bot scraping stack and contact finder. Locates business contacts past scrubbing layers and drives the outreach pipeline's research phase.
ProductPilot — Next.js SaaS prototype: onboarding flow, product records, AI-assisted campaign generation, scheduling calendar, team approval queue, and compliance checks for generated content.
RESEARCH
Personal productivity system — Ongoing R&D: my own setup of reusable templates, project notes, and workflow helpers that keep my builds organized, documented, and repeatable.
I work independently. Every system has approval gates where decisions matter, safety controls for outbound actions, and documentation written so any operator can take over.
Stack: n8n · Google Workspace · Gmail API · Gemini · Google Sheets · Python · JavaScript · TypeScript · Next.js · Playwright · ElevenLabs · Twilio · ServiceM8 · Higgsfield AI · Shotstack · REST APIs
