🕷️️ Job Radar • SCRAPING

upwork.com 🟠 2026-05-14

🔹 [Target] Full Name Finder Tool
👤 Client: 🇵🇰 Pakistan Member since 2021-04-22
💰 Price: $50
🚩 Problem: Develop a tool to extract full names of relevant individuals from company names or websites.
📦 Existing: Not specified

Specifications:

[Method] Input: Job Title + Company Name or Website (CSV or Manual search)
[Method] Output: Full Name, Job Title, Company, LinkedIn URL(If available), Source URL, Confidence Score
[Stack] Python, FastAPI/Flask, Scrapy, BeautifulSoup, Playwright, SearXNG/DuckDuckGo search, spaCy/NER
[Security] Minimal LLM usage for validation, ranking, or confidence scoring
[Format] Support both single search and bulk CSV processing with exportable results

Workflow:

1. Define input schema for job title + company name or website (CSV or manual)
2. Implement scraping logic using Scrapy/BeautifulSoup to gather relevant web content from provided URLs
3. Use Playwright for dynamic page interactions if necessary
4. Apply NER with spaCy to extract names and other relevant information
5. Integrate SearXNG/DuckDuckGo search API for additional context
6. Rank results based on confidence score using LLM minimally
7. Export results in CSV format or provide a RESTful API endpoint for bulk processing