PORTFOLIO / Telegram Job-Description Bot

Telegram Job-Description Bot

Experimental Telegram bot that analyzed job descriptions on demand — the early prototype that grew into the Resume Builder app.

ClientPersonal project — experimental prototype
Date2026
StackTelegram Bot API, n8n, LLM

Overview

An experimental Telegram bot — the early prototype that later grew into the Resume Builder app — that analyzed job descriptions on demand and replied in chat.

What was built

An LLM wired into an n8n workflow triggered from Telegram, processing a pasted job posting and returning tailored feedback — validating the core idea end to end before building the full Resume Builder product.

Result

Validated the core product idea quickly and cheaply before investing in the full app.


TODO before publishing: decide whether this belongs in the public portfolio at all (it's a prototype/precursor, not a standalone case study) — consider folding it into the Resume Builder case study as an "origin story" note instead of a separate entry.

Related services

Personal technical project — not a Vectia client engagement.

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