SponsorPulse: A Local-First Tool Pricing Brand Deals for Creators

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A developer has released SponsorPulse, a local-first tool built for creators, UGC artists, and newsletter writers during Hacktoberfest Week 2. It uses TabPFN to produce probabilistic fair-market rate bands from historical deal data, and a local Gemma 3:1b model to draft counter-offer emails. To prevent the language model from inventing numbers, a verification layer checks its output and enforces the figures computed by TabPFN. The app also scans inbound brand emails for predatory clauses, estimates underpayment gaps, and offers interactive sliders for adjusting deal terms, with a browser-based sandbox for judges. The project's code and live demos are hosted on GitHub, Render, and GitHub Pages.

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