System Architecture

Engineering blueprints for deployment, data flow, API surface, and AI automation systems at Bhishmaa Group.

Deployment Pipeline

Build & Release

Git commits trigger automated builds, containerization, image storage, and staged release checks.

Linux Host Orchestration

Docker containers deploy to Linux hosts with monitoring, logging, and secure process management.

Cloudflare Tunnel

Secure remote access and edge routing for private application environments.

Database Design

Database schema visual
Core: normalized PostgreSQL tables, audit logs, backups.
Flows: user activity, reporting, async job queues.

API & Workflow Flow

API Flow

React UI → Flask API → PostgreSQL → worker queue → notifications.

AI Workflow

Resume ingest → NLP parse → ranking engine → dashboard review.

ERP Workflow

Users → database → analytics → reports, approvals, and alerts.

Open Source & Tools

ERP core modules Backup scripts Deployment tools Monitoring utilities