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Compliance-Gated Worker Onboarding
A marketplace needed workers verified before their first shift — identity
documents, signed agreements, background checks, tax forms — with different
requirements per country. Manual review didn't scale and blocked earnings.
I designed a state machine where each requirement is an independent gate with
its own status. Requirements are configured per market rather than hard-coded,
so adding a country is configuration, not a release. Deadline logic with
automatic escalation stops workers stalling mid-flow.
The hard part was fail-closed design: a missing verification blocks progression
rather than silently passing. Vendor webhooks arrive out of order, so every
transition had to be idempotent and reconcile against provider status.
Delivered: schema and migrations, service layer, admin review UI, worker-facing
mobile flow.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Turning raw API data into interactive insights. 📊✨
Here is a look at a GitHub User Search application I built. It integrates directly with the GitHub API to fetch real-time profile metrics, repository data, and follower networks. I implemented secure OAuth authentication for frictionless login and utilized dynamic charting libraries to visually break down a developer's most used languages, starred repos, and top-forked projects. A great showcase of API integration, state management, and data visualization! 💻🚀
The data visualization here is incredibly clean! The dashboard layout makes the GitHub stats so much easier to digest than the native site. Really great UI work here.
Hook: Most businesses don't need another full-time hire — they just need 5 automated workflows to save 20+ hours a week. ⚙️
Here is how I use n8n to help founders and teams cut operational overhead:
CRM Automation: Syncing leads instantly from forms to CRM and notifying Slack/WhatsApp in real time.
AI-Powered Workflows: Connecting n8n with OpenAI/Claude to automatically draft email replies and summarize reports.
Data Integration: Seamlessly moving data between custom databases, Stripe, and Google Sheets without breaking a sweat.
Self-hosted, cost-effective, and custom-built for your exact business logic.
📌 Building or scaling your tech stack? Drop a comment or send a DM to discuss how we can automate your manual work.
🚀 Using AI in your business? I’ll find where it can go wrong before your customers do.
I’m opening a few spots for an AI Workflow Quick Scan.
I’ll review one AI-assisted workflow and identify:
• Where AI is making or influencing important decisions
• Missing human approval points
• Weak or unclear operating rules
• Workflow failure and drift risks
• Where stronger controls could be added
You’ll receive a concise review with practical recommendations you can actually use.
No giant consulting engagement. No AI sales pitch. Just an independent look at the workflow you already have.
I design and test governed AI workflows, including controlled state transitions, adversarial testing, evidence lineage, and human-authority controls.
AI Workflow Quick Scan — $350
Message me on Contra if you have a workflow you want reviewed.
