SponsorLedger: Taming Post-Event Financial Chaos with Gemma, MongoDB Atlas, and Deterministic Python Audits

Описание и применение

<p><em>This is a submission for the <a href="https://dev.to/challenges/hacktoberfest-week2-2026-10-12">Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle</a></em></p> <p>Running a hackathon, student conference, or community meetup is exhilarating—until Monday morning.</p> <p>The energy fades, and organizers face a financial hangover:</p> <ul> <li>A crumpled pile of thermal paper receipts paid out of personal accounts.</li> <li>Unstructured WhatsApp messages and emails from vendors demanding bank transfers.</li> <li>Sponsor commitments scattered across chats, with nobody sure whose wire

Задача

<p><em>This is a submission for the <a href="https://dev.to/challenges/hacktoberfest-week2-2026-10-12">Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle</a></em></p> <p>Running a hackathon, student conference, or community meetup is exhilarating—until Monday morning.</p> <p>The energy fades, and organizers face a financial hangover:</p> <ul> <li>A crumpled pile of thermal paper receipts paid out of personal accounts.</li> <li>Unstructured WhatsApp messages and emails from vendors demanding bank transfers.</li> <li>Sponsor commitments scattered across chats, with nobody sure whose wire

Результат

<p><em>This is a submission for the <a href="https://dev.to/challenges/hacktoberfest-week2-2026-10-12">Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle</a></em></p> <p>Running a hackathon, student conference, or community meetup is exhilarating—until Monday morning.</p> <p>The energy fades, and organizers face a financial hangover:</p> <ul> <li>A crumpled pile of thermal paper receipts paid out of personal accounts.</li> <li>Unstructured WhatsApp messages and emails from vendors demanding bank transfers.</li> <li>Sponsor commitments scattered across chats, with nobody sure whose wire

Доказательства

SponsorLedger: Taming Post-Event Financial Chaos with Gemma, MongoDB Atlas, and Deterministic Python Audits

Источник