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
Building intelligent systems that transform workflows into results.
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.
n8n (self-hosted), Zapier, Docker, reverse proxy, SSL
XGBoost, Random Forest, GPT-4 API, RAG pipelines, FAISS, RASA NLU, SHAP
Google Earth Engine, Sentinel-2, Landsat-8, Rasterio, GDAL
Python, FastAPI, PostgreSQL, Supabase, MongoDB
React, TypeScript, Tailwind CSS, Framer Motion
Auto-transcription → metadata extraction → Airtable delivery workflow
Reddit/Twitter scrapers with anti-detection, auth sessions, and rate throttling
Multi-format PO parsing with GPT-4 normalization for varied customer formats
Automated sequences with tracking, conditional logic, and response handling
RAG-powered customer service bot with RASA NLU and multi-LLM fallback
Applicant intake, tracking, and notification pipelines
Open to opportunities in automation, AI engineering, and full-stack development.