How We Built a 24/7 Freelance Opportunity Radar in Python

Описание и применение

Sniper Leads — автономный 24/7-радар, который автоматически фильтрует высокооплачиваемые контракты и генерирует персонализированные технические предложения за менее чем 60 секунд, помогая фрилансерам быстро реагировать на новые возможности.

Задача

Freelancers struggle to find high-paying projects because many already have 65+ generic proposals, causing proposal fatigue and missed opportunities.

Результат

Sniper Leads delivers high-value project alerts and tailored pitches in real time, enabling freelancers to submit competitive proposals quickly and efficiently.

Рабочий процесс

• Poll project feeds every 3 minutes
• Apply budget threshold filter ($500+ and verified high-tier budgets)
• Apply competition ceiling filter (only projects with <25 bids)
• Render alert cards in RAM using Pillow and io.BytesIO
• Dispatch alerts via Telegram and Discord webhooks
• Extract core problem statement from project description
• Generate a 3-sentence technical pitch highlighting concrete execution

Доказательства

As a freelance developer, nothing is more frustrating than finding a high-paying project only to realize 65 applicants already bid on it with copy-pasted generic proposals.

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We focus strictly on contracts worth pursuing ($500+ and verified high-tier budgets).

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Triggering alerts only when proposal counts are strictly under 25 bids.

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Dynamic project alert cards rendered entirely in-memory using Pillow (io.BytesIO()) and dispatched with zero physical disk writes.

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Our engine automatically extracts the client's core problem statement and synthesizes a 3-sentence technical pitch highlighting concrete execution (e.g. Flutter, Playwright, Node.js, Webhooks).

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