You will get Production-Grade n8n Audit & AI Automation Hardening
Rising Talent
Rising Talent
Project details
I audit, rescue, and production-harden n8n workflows that are failing, noisy, or unreliable. You’ll get a clear diagnosis of what’s broken, why it’s breaking, and a practical fix plan (or fixes applied) with safer triggers, cleaner mappings, and predictable execution. I focus on real-world reliability: idempotency, error handling, retries, rate limits, and “no duplicate sends / no duplicate writes.” If you’re running AI + API workflows, I also harden prompts and structured outputs to reduce hallucinations and improve consistency. You’ll receive a short report with prioritized issues, recommended changes, and next steps—so you can run your automation with confidence.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AIOps, Anomaly Detection, Conversational AI, Natural Language GenerationAI Models
ChatGPT, DALL-E, GPT-3, GPT-4, OpenAI CodexWhat's included
| Service Tiers |
Starter
$495
|
Standard
$1,200
|
Advanced
$2,400
|
|---|---|---|---|
| Delivery Time | 2 days | 5 days | 14 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | - | - | - |
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | |||
Image Upscaling | - | - | - |
MLOps | - | - | |
Model Deployment | - | - | - |
Model Documentation | - | ||
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | |
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | ||
Setup File | - | - | - |
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$250 - $800
Additional Revision
+$165
Extra Workflow / Scope Expansion
(+ 1 Day)
+$400
Monitoring + Error Alerts Setup
(+ 1 Day)
+$600Frequently asked questions
About Adnan
n8n Automation Expert | Verified n8n Creator
Melbourne, Australia - 12:40 am local time
Recently earned IBM SkillsBuild: Artificial Intelligence Fundamentals (Credly) — reinforcing my AI/ML fundamentals used in real-world automation delivery.
If you're dealing with repetitive manual work, broken workflows, or systems that don't talk to each other, I can fix that. I've shipped 20+ production n8n workflows and built real products used by actual customers.
What I typically help with:
→ Automating repetitive business processes (data entry, reporting, notifications)
→ Connecting your tools via APIs (CRMs, databases, email, Slack, Google Sheets)
→ Building AI-powered workflows (document processing, content generation, chatbots)
→ Cybersecurity & compliance automation (SOC workflows, audit evidence, framework mapping)
→ Fixing broken or fragile n8n workflows so they actually work reliably
What sets me apart:
→ Verified n8n Creator — I build custom n8n nodes, not just workflows. Subject matter expert on cybersecurity & compliance automation
→ Published "n8n-nodes-cyberpulse-compliance-dev" — a verified custom node live on n8n Cloud that any n8n user can install
→ Built a Serverless Compliance Agent on AWS (Lambda, API Gateway, DynamoDB) that evaluates security controls and returns audit-ready JSON
→ Created CQRS — a Quantum Readiness scoring system that turns post-quantum compliance into a trackable program
→ Published video walkthroughs of my SOC automation and compliance agent builds
I'm the founder of CYBERPULSE AI, where I build production cybersecurity and compliance automation tools.
My approach: I listen to your problem, propose a clear fixed-scope solution, build it, test it, and hand over documentation so your team can maintain it without me.
Let's chat — happy to do a quick scoping call or written proposal.
Steps for completing your project
After purchasing the project, send requirements so Adnan can start the project.
Delivery time starts when Adnan receives requirements from you.
Adnan works on your project following the steps below.
Revisions may occur after the delivery date.
Intake + Access
Workflow export, goals, pain points, success criteria, access details.
Audit + Root Cause
Trace triggers, data mapping, API calls, credentials, logs, failure points.