Portfolio / Automated Digest & Client-Matching Engine

Automated Digest & Client-Matching Engine

Sends a weekly digest by email and Telegram, and flags which items matter to which client.

Email + Telegram delivery · CSV export

n8nSupabaseTelegram Bot APIGemini

The problem

The team wanted each client to hear about the opportunities relevant to them, without someone checking every profile against every listing each week.

What I built

I built a workflow that reads a client’s uploaded PDF and suggests topic tags, which a person confirms. Each week it matches every client’s tags against the current list and sends a digest by email, with Telegram for subscribers.

Results

WeeklyRefresh of the source list
3Digest schedules to choose from

What it includes

What you see here

The demo runs on made-up sample data. Real records, internal methods and anything confidential are left out.

Want something like this?

Tell me about the process you want off your plate. The brief takes about three minutes, and the project is priced before I start.

Start a Brief