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AI automation isn’t about adding AI to everything.
It’s about finding the repetitive work that slows a business down — then deciding what should be automated, what should use AI, and where a human should stay in the loop.
For example:
📄 Invoice received
→ Extract data with AI
→ Validate the information
→ Route for approval
→ Store structured records
→ Notify the right person
Or:
🛒 Customer places an order
→ Shopify event
→ Automation triggers
→ Customer segmentation
→ Klaviyo follow-up
→ Track the result
The important part isn't the AI model.
It's the workflow architecture connecting everything together.
I build these kinds of systems using n8n, Make.com, Zapier, APIs, OpenAI, Claude, Gemini, Shopify, Klaviyo, HubSpot, and other business tools.
My goal is simple:
Less repetitive work.
Fewer manual errors.
Faster processes.
Better visibility.
I'm currently open to remote AI automation roles and ongoing contract opportunities where I can help businesses turn manual processes into reliable automated systems.
🔗 Portfolio: timothy-ia-automation.netlify.app
#AIAutomation #n8n #Makecom #Zapier #WorkflowAutomation #AIEngineering #Automation #LLM #BusinessAutomation
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Your Business Doesn't Need More Tools. It Needs Better Systems.
Most businesses don't have a software problem. They have an integration problem.
Their CRM is disconnected from their database. Their spreadsheets require manual updates. Their reports take hours to prepare. Their teams waste valuable time moving information between platforms.
That's where I come in.
I'm a Full-Stack AI Engineer specializing in building connected, intelligent business systems.
What I can build for your business:
CRM & ERP Integrations — Connect business platforms, databases, and third-party services through APIs.
Workflow Automation — Eliminate repetitive processes with intelligent automation.
Custom Dashboards — Turn scattered business data into actionable insights.
Data Pipelines — Build reliable systems for collecting, processing, validating, and synchronizing data.
AI-Powered Solutions — Integrate LLMs, intelligent agents, and automation into existing workflows.
Custom Software — Build complete web applications and business platforms from architecture to deployment.
I've independently developed complex digital platforms, including government-level systems, international applications, and AI-powered products.
My approach is simple:
Understand the business problem. Design the right architecture. Build the complete solution. Make it reliable.
I'm interested in working with founders, agencies, and businesses looking to modernize their operations and build software that actually solves problems.
Have a complex workflow or an integration challenge? Let's build something that works.
#FullStackDevelopment #AIAutomation #CRMIntegration #WorkflowAutomation #SoftwareEngineering #AIEngineering #Contra
When a CRM-to-database sync fails halfway, how do you handle it: idempotent retries, or a reconciliation pass afterward? That's usually where integrations start to drift.
Dropped our next premium framer template for AI automation agencies, workflow consultancies & the people selling agents to businesses that still run on copy and paste.
Check it out
good work!!
Resolve: an AI support agent that answers from a company’s own policies, looks up orders, and escalates weak matches to a human instead of guessing. A human approves replies before they go out.
Live demo: support-resolver.vercel.app
For the human approval step, I'd show the exact policy passage and its effective date beside the draft. Does Resolve flag a reply for re-review if the policy changes while it waits for approval?