🕷️️ Job Radar • SCRAPING

upwork.com 🟢 2026-05-12

🔹 Refactor Raw Job Descriptions Into Structured Technical Manifest (JSON)
👤 Client: 🇺🇸 United States Member since 2023-02-20
💰 Price: ****
🚩 Problem: Need a structured technical manifest for a scraper that collects leads and integrates AI for message sending.
📦 Existing: [Not specified]

Specifications:

[Target] Collect important leads from websites
[Method] Build a web scraping tool with AI integration
[UI/UX] Not applicable (backend-focused)
[Stack] Python, BeautifulSoup, Scrapy, Selenium, Flask or Django for backend; NLP libraries like NLTK or spaCy
[Security] Ensure data privacy and compliance with legal regulations; use secure APIs and encryption
[Format] JSON for structured data storage

Workflow:

1. Define target websites and data points to scrape.
2. Choose scraping tools (e.g., BeautifulSoup, Scrapy) based on website structure.
3. Implement web scraping logic to collect leads.
4. Integrate NLP for message generation and AI for sending messages.
5. Test scraper for accuracy and performance.
6. Deploy scraper in a secure environment.