WhoAmILookingFor

Categories: Productivity, Business & Sales, Research | Pricing: Free | Official Website ↗

WhoAmILookingFor helps users search their private LinkedIn connections CSV files using AI to find specific individuals.

WhoAmILookingFor is a tool designed to help users search their LinkedIn connections. Users upload their LinkedIn connections CSV file, which is then processed locally in the browser, ensuring data privacy as no data leaves the user's device. The tool employs a combination of LLM (Large Language Model) and Agent technology, along with BM25 search, to understand natural language queries and re-rank search results. The process involves three steps: obtaining the connection CSV from LinkedIn, uploading it to the WhoAmILookingFor platform, and then performing searches. The search functionality allows for complex queries, such as finding individuals with specific expertise or roles within a network. It uses an in-browser SmolLM2 agent for re-ranking shortlists generated by BM25.

Key Features

Local CSV processing for LinkedIn connections
Natural language search using LLM + Agent
BM25 search for initial ranking
In-browser SmolLM2 agent for re-ranking
Privacy-focused (no data leaves device)

Pros

Ensures complete data privacy as processing is local
Uses natural language for searching connections
Combines multiple search technologies for accuracy
Free to use
Simple three-step process

Cons

Requires manual CSV export from LinkedIn
LinkedIn export can take up to 24 hours
Limited to LinkedIn connections only
Non-commercial, potentially limited support or updates
No stated integrations with other platforms

Use Cases

Finding fintech partnership contacts in London
Identifying best persons for AI infrastructure sales
Locating investors or founders in climate tech
Searching for specific skills or roles within a network
Reconnecting with past colleagues or contacts

Best For

Professionals with large LinkedIn networks
Individuals needing to find specific contacts quickly
Users concerned about data privacy
Sales professionals
Recruiters

Platforms: Web

Watch demo on YouTube ↗

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