🕷️️ Job Radar • SCRAPING

upwork.com 🟢 2026-05-22

🔹 AI-Assisted Contact Enrichment Tool
👤 Client: 🇨🇭 Switzerland Member since 2014-01-30
💰 Price: ****
🚩 Problem: Lack of professional metadata and social profiles for a list of email addresses and company domains.
📦 Existing: CSV files containing emails, names, and company domains.

Specifications:

[Target]: Probable job title, department, seniority, LinkedIn URL, confidence score
[Method]: Search engine result retrieval and AI-driven classification
[Stack]: Python, pandas, OpenAI API
[Stack]: SerpAPI or Bing API
[Format]: CSV export
[Security]: Prevention of AI hallucinations via grounding in search snippets

Workflow:

1. CSV ingestion via pandas
2. Generation of targeted search queries per contact
3. Retrieval of search snippets via API
4. AI matching and classification of retrieved data
5. Export of enriched dataset to CSV