District Four
Archived
AI/ML

AI-powered lead gen agency—$2K MRR, 62K+ prospects processed, 8.2% response rate (4x industry avg).

$2KMRR
62K+Prospects
8.2%Response Rate

Architecture

Architecture
React
LangChain
OpenAI
MongoDB
Docker
AWS Lambda

Technical Highlights

1

Designed LangChain agent pipeline: web scraping → GPT-4 lead scoring → personalized outreach—8.2% response (4x industry avg)

2

Deployed on AWS Lambda + MongoDB Atlas—processing 62K+ prospects, serverless scaling for variable workload

3

Optimized agent workflows to process 10K prospects/day at <$50 API cost, enabling profitable $2K MRR agency model

Technologies & Tags

ML/Agents
Growth Systems
Product