DEV Community

AYAD FAISAL ABDO MOHAMMED
AYAD FAISAL ABDO MOHAMMED

Posted on

Building Wakeel Mihna PRO: An Autonomous Multi-Agent AI-ConTech Twin on Google Cloud Run

🏗️ Wakeel Mihna PRO: Autonomous ConTech Powered by Gemini API

🌟 Executive Summary

Wakeel Mihna PRO is an enterprise-grade, multi-agent AI ConTech platform designed to automate project engineering, structural stress validation, dynamic BOQ estimation, and contractor matching into a unified digital twin pipeline.

Driven by Google Gemini API, the ecosystem converts engineering specifications into actionable floor allocations, mathematical deflection checks, and instant localized cost estimates.

📱 Engineering Note: Architected, developed, containerized, and deployed to Google Cloud Run 100% via a mobile smartphone device under resource-constrained conditions.


🚀 Core Architectural Highlights

  • Multi-Agent Orchestration: Powered by Gemini API for automated spatial layout generation and real-time bill of quantities (BOQ).
  • Physics Integration Engine: Automated structural deflection and seismic load verification logic.
  • Serverless Deployment: Fully containerized via Docker and deployed on Google Cloud Run for dynamic scalability.
  • Real-Time Telemetry: Integrated asynchronous notifications via Telegram Bot API and WhatsApp API.

🛠️ Technology Stack

Component Technologies Used
Core AI Logic Google Gemini API (Structured Output & Reasoning)
Backend & Engine Python, Multi-Agent Orchestration, HMAC Cryptography
Cloud & Deployment Google Cloud Run, Docker Containers, GitHub Actions
Database & Storage PostgreSQL, Cloud SQL, Supabase RLS

🏆 XPRIZE & Hackathon Alignment

Wakeel Mihna PRO tackles the Entrepreneurship & Infrastructure track by digitizing traditional field workflows, enabling non-technical users and engineers to instantly structure project plans and verify safety baselines within seconds.


Top comments (0)