CMND.AI Platform Core
Core contributor to CMND.AI — a highly concurrent AI agent infrastructure platform handling document chunking, embeddings, calendar sync, and real-time messaging memory.
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An enterprise-grade orchestration backend for deploying autonomous AI agents, multi-modal transcription services, and dynamic knowledge base vectorizations.
Project Requirements
- Multi-tenant AI agent orchestration at scale
- Document ingestion and vectorization pipelines
- Third-party integrations (Google Calendar, Gmail, Notion, WhatsApp)
- Event-driven conversation memory retention
Overview
Core contributor to CMND.AI — a highly concurrent AI agent infrastructure platform handling document chunking, embeddings, calendar sync, and real-time messaging memory.
The Challenge
Coordinating async automation flows across multiple third-party services.
Building reliable vectorization and transcription pipelines on AWS.
Managing multi-tenant state and long-term conversation context.
Approach & Solution
Engineered core integration layers with TypeScript and Python, leveraging AWS Batch, Lambda, and EventBridge for scalable, event-driven AI workflows.
The Results
+1,864 lines of production integration code
Automated chunking and embedding for knowledge bases
Event-driven marketing infrastructure
CMND.AI serves as the backbone for autonomous AI agent deployments across international B2B and B2C clients.
Let's work on your next project
Available for full-time and freelance work. Get in touch and we'll ship with clarity and precision.