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Upwork Proposal Engine
Scrape, score, and pitch jobs on autopilot.
Nightly
Self-tuning
LLM
Fit scoring
1
Pipeline, hands-off
Overview
A personal automation I built to win freelance work without the grind. It scrapes job boards, evaluates each posting for fit with an LLM, and drafts a tailored proposal for the ones worth pursuing.
It runs on a daily cap, dedupes and filters the noise, manages a live pipeline, and tunes its own scoring overnight based on what actually gets responses.
What it does
- ▹Scrapes job boards and syncs a live pipeline.
- ▹LLM scores each job for fit and drafts a personalized proposal.
- ▹Self-tunes its scoring nightly from real outcomes.
- ▹Filtering, dedup, and daily caps built in.
What I learned
“The best automations remove a decision, not just a click. This one decides what is worth pitching, so I only review the shortlist.”