LeadPilot AI Lead Intelligence CRM
Automated Lead Scoring & High-Velocity Pipeline Engine
Next-generation lead intelligence CRM incorporating automated AI lead scoring, dynamic outreach generation, and streamlined pipeline management.
Role
Senior Frontend Engineer
Timeline
Q1 - Q2 2025
Client
LeadPilot
Domain
Sales Automation & CRM
Engineering & Systems
Technical Architecture
A detailed overview of the technologies, frontend system designs, and engineering solutions powering this project.
Tech Stack & Libraries
Engineering Challenges & Solutions
Sub-100ms Vector Search for Lead Scoring
Querying vector embeddings across millions of lead profiles in real time while maintaining instantaneous filter feedback in the UI.
Architected a client-side query strategy with intelligent SWR caching, prefetching top candidate matches on card hover, and batching GraphQL requests.
AI Outreach Generator UI with Live Token Streaming
Streaming AI-generated emails and personalized sequences with word-by-word typing effects without clogging React re-render cycles.
Created custom custom SSE hooks that bypass React state updates for fast string mutation, directly updating text DOM nodes before batching state commits.