This project investigates the advantages and limitations a decentralized contact discovery system for a messaging application may have. The areas of interest in this project concerns performance and scalability of the system. The simulator uses a mathematical approach where each task’s expected runtime was estimated from experiments or previous conducted studies.

Google Python email scraping utility with validation

youtube wealth coach leads extraction

An improvement on the PoC for the privacy-preserving contact discovery scheme I implemented as part of my UCL masters degree

Open-source Claude skill packs for B2B GTM teams. Covers ICP definition, account research, lead scoring (FIRE framework), prospecting, meeting prep, outbound strategy, and inbound routing.

Bandcamp email extraction tool

ReachIn is a Chrome extension that collects publicly available email addresses from LinkedIn search result pages.

telegram email extraction tool

googlemaps local business extractor

Instacart email extraction tool