const workflow = async () => {
  await scrape(sources);
  await process(data);
  return insights;
};
// n8n automation
trigger: webhook
nodes: [transform, ai, deliver]
SELECT * FROM insights
WHERE confidence > 0.95
ORDER BY created_at DESC;
def train_model(data):
    pipeline.fit(X, y)
    return pipeline.predict
// RAG Pipeline
embed → search → generate
docker compose up -d
nginx reverse proxy
ssl: letsencrypt
Neil Cayton

Your ideas. My automation. Real impact.

Building intelligent systems that transform workflows into results.

About

I build automation systems and AI-powered applications. Currently working as an Automation Specialist at PerfectTed, where I deploy self-hosted n8n workflows, build intelligent scrapers, and integrate LLMs into production pipelines.

Automation

n8n (self-hosted), Zapier, Docker, reverse proxy, SSL

AI/ML

XGBoost, Random Forest, GPT-4 API, RAG pipelines, FAISS, RASA NLU, SHAP

Geospatial

Google Earth Engine, Sentinel-2, Landsat-8, Rasterio, GDAL

Backend

Python, FastAPI, PostgreSQL, Supabase, MongoDB

Frontend

React, TypeScript, Tailwind CSS, Framer Motion

Experience

Projects

YouTube Pipeline

Auto-transcription → metadata extraction → Airtable delivery workflow

n8n Airtable

Social Scrapers

Reddit/Twitter scrapers with anti-detection, auth sessions, and rate throttling

n8n Anti-bot

Order Extraction

Multi-format PO parsing with GPT-4 normalization for varied customer formats

GPT-4 n8n

Email Outreach

Automated sequences with tracking, conditional logic, and response handling

n8n Automation

Grace AI Chatbot

RAG-powered customer service bot with RASA NLU and multi-LLM fallback

RASA FAISS FastAPI

Hiring Automation

Applicant intake, tracking, and notification pipelines

n8n Airtable

Contact

Open to opportunities in automation, AI engineering, and full-stack development.