# KMZHASAN
> Self-hosted Private AI Workforce Builder. 0 KB external data egress. Source code you own. 14-day ship.

KMZHASAN is a Forward Deployed Engineer practice by Hasan Mahmud (13 yrs cybersecurity) that builds private AI workforces inside enterprise infra.

## Workforces
- AI Receptionist: 342 calls/day, 1.2s avg response, +12% vs last week
- AI Sales: 89 leads qualified/week, 22% conversion, 98.7% success
- AI Support: 156 tickets resolved/week, 94% CSAT, 1.4m avg handling

## Results (Live)
- 40% cut in human support tickets in 14 days
- 92% lead qualification accuracy
- 22 hrs/week saved per workforce
- 1,248 interactions/week, only 3 flagged
- Security Score: 98.7% | Threats Blocked: 24/7d | Compliance: 100% COMPLIANT

## Architecture
Your Data -> Private LLM (vLLM/Ollama Llama 3.1 70B) -> Qdrant On-Prem RAG -> Encrypted -> Zero Egress
vs Public: Your Data -> OpenAI API -> Third-party logs -> Risk

## Tech Stack
Cloudflare, vLLM, Ollama, Qdrant, Docker, CUDA, Linux, n8n, MCP, Llama 3.1 70B, Nomic Embed

## Pricing
- Starter: $5k (1 workforce)
- Growth: $8.5k (3 workforces)
- Ops Retainer: $4k/mo
- Audit: $99 (credited) at cal.com/kmz-hasan/30min

## Contact
- Site: https://kmzhasan.com
- Audit: https://cal.com/kmz-hasan/30min
- LinkedIn: https://www.linkedin.com/in/hmahmud008
- Service Page: https://www.linkedin.com/services/page/140b7331aa6b0a7588/
- Location: Dhaka, BD - Remote Global

## FAQs
See https://kmzhasan.com/#sitemap and https://kmzhasan.com/llms-full.txt for full Q&A.