Revenue Engine

Revenue Engine

80%

80%

Data Ownership

80%

80%

Data Ownership

<999ms

<999ms

End-to-End Sync Latency

<999ms

<999ms

End-to-End Sync Latency

25%

25%

Per-Seat Costs

25%

25%

Per-Seat Costs

Challenge: Building a pipeline that pays for itself on Day 1.
Solution: This system found you. It runs my entire agency's outbound on an open-source stack with zero data leakage.
Tech: n8n · Twenty · BillionMail · Supabase · Docker

[00 Video]

Quick Video Summary

Quick Video Summary

[01 Diagram]

From LinkedIn Signals to Inbox, Without Friction.

-- 🔄 N8N --

-- 📡 N8N --

-- ⚡ N8N --

-- 🛠️ CLAY --

Reply Tracking

Link Click Tracking

Open Tracking

AI_DEV

REV_OPS

DATA_OPS

Yes

No

Yes

Yes

No

Yes

No

Job Board Scan
(LinkedIn/Indeed)

AI Classification
(AI_DEV / REV_OPS
/ DATA_OPS)

Find Decision Maker
(CTO / VP)

Generate AI Hook
(GPT-4o)

Send Webhook Payload

Receive Webhook

Segment by Tag

Set Pitch &
Case Study Link

Email Exists
in CRM?

Stop (Duplicate)

Create Company

Create Person

Create Deal
(Stage: CONTACTED)

Send Email via
BillionMail Relay

Webhook: email-open-1

Stage == CONTACTED?

Update Stage:
OPENED

Telegram Alert:
🚨 HOT LEAD (Open)

Webhook: link

Redirect User
(302 Found)

Update Stage: CLICKED
Score +1

Score >= 2?

Telegram Alert:
💎 ULTRA HOT (Repeat)

Telegram Alert:
🔥 HOT (Click)

IMAP Watcher
(Zoho Mail)

Match Sender Email

Update Stage:
REPLIED_FOLLOWED_UP

Telegram Alert:
📣 HOT REPLY

Wait 3 Days

Stage == CONTACTED
or OPENED?

Send Follow-Up
(Re: Quick check-in)

Stop (Engaged)

[02 Capabilities]

Built for Data Fidelity.

I don't rely on renting expensive third-party data providers. I build fully autonomous lead engines from scratch. Using n8n and NocoDB, I scrape, aggregate, and structure raw intent signals, mapping every data point directly into Twenty CRM with strict type safety and relational architecture.

Sovereign Data Pipelines

I don't rely on renting expensive third-party data providers. I build fully autonomous lead engines from scratch. Using n8n and NocoDB, I scrape, aggregate, and structure raw intent signals, mapping every data point directly into Twenty CRM with strict type safety and relational architecture.

Sovereign Data Pipelines

Scraped data is notoriously dirty. My custom n8n middleware acts as an aggressive firewall—sanitizing inputs on the fly, enforcing proper formatting, and executing global deduplication—guaranteeing your database remains pristine and your AI personalization never looks like a bot.

Self-Healing Middleware

Scraped data is notoriously dirty. My custom n8n middleware acts as an aggressive firewall—sanitizing inputs on the fly, enforcing proper formatting, and executing global deduplication—guaranteeing your database remains pristine and your AI personalization never looks like a bot.

Self-Healing Middleware

I decouple your operations from the predatory "per-seat" pricing of standard sales platforms. By bridging custom n8n logic directly with BillionMail infrastructure, I build highly-scalable outbound engines. Whether you send 5k emails a month or 500k, your core infrastructure costs stay completely flat.

Uncapped Outbound

I decouple your operations from the predatory "per-seat" pricing of standard sales platforms. By bridging custom n8n logic directly with BillionMail infrastructure, I build highly-scalable outbound engines. Whether you send 5k emails a month or 500k, your core infrastructure costs stay completely flat.

Uncapped Outbound

[03 Contact]

I build this exact architecture for agencies and startups who want to scale efficiently.

Ready to deploy this engine?

efficiently.

Ready to deploy this engine?

efficiently.

Address

California, United States

Stop leaking revenue.
Lets build it right.

Stop leaking revenue.
Lets build it right.