AUTOMATION
SYSTEMS
Six automation systems designed, built, and shipped for real clients. AI agents, n8n workflows, and full-stack tooling built for real operations across trade shows, online education, and B2B sales.
6
Systems shipped
5+
AI models wired
3
Industries served
0
Manual steps left
AI WhatsApp Lead Capture
Business cards and voice memos → structured CRM leads, in seconds
Trade show lead collection via WhatsApp. Business-card photos processed by GPT-4o Vision; voice memos transcribed by Whisper and parsed for sales context. AI duplicate detection handles OCR noise, confidence scoring flags uncertain records, and plain-English error replies guide the sender at every step.
Multi-Channel Campaign Generator
One brief → on-brand copy and visuals for 7 channels, simultaneously
A campaign brief generates content for every channel at once: web hero, push notifications, email, social carousels, and video reels. Channel tone and formatting rules live in a database, editable without a redeploy. Human approval step before anything goes live.
Embeddable RAG Support Chatbot
One line of HTML → knowledge-base chatbot with live rollout control
Support chatbot with RAG retrieval over a custom knowledge base. Conversation logging, low-confidence escalation to human agents, a kill switch, and gradual percentage rollout. All controlled remotely without touching the codebase.
Workflow Automation Suite
Four connected automations replacing manual ops across an entire business
End-to-end n8n automation for an online education provider: AI coursework marking (submission → GPT assessment → Slack delivery with per-format routing), a document conversion microservice on Cloud Run with magic-byte file detection, cross-platform payment-failure handling with deduplication and idempotency, and a coaching call replay pipeline.
Auditable Product Selector
Every product recommendation traces to a signal score. Zero gut-feel picks.
Replaces manual product curation for email campaigns with a scored, traceable shortlist. Each recommendation links to a signal value: sales velocity, margin, recency, seasonality, stock level. Weights are hot-editable. An LLM only writes the 'why' sentence; a human approves or swaps before send.
Distributor Performance Dashboard
150 global distributors tracked with ERP sync that never overwrites human judgment
Web app for a B2B sales team managing a global distributor network. Live sales figures sync read-only from ERP; ratings, notes, and focus priorities are stored separately so a data refresh never overwrites human input. Computed growth targets, traffic-light signals, and a print-ready export.
Have a process worth automating?
I scope, design, and ship automation systems end-to-end. From the first workflow to production.
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