RAMZI MOSBAHDigital Transformation & AI

Projects

Selected Engineering Work

Real systems built across healthcare, industry, mobility, logistics and enterprise content — described without client-confidential information.

Pharmaceutical ERP

An Odoo-based ERP implementation for pharmaceutical operations, covering the full business cycle from procurement to distribution.

Problem
Pharmaceutical operations require strict traceability of batches, expiry dates and regulated stock movements that generic tools could not enforce.
Solution
Odoo modules configured and extended for pharmaceutical workflows: batch and expiry tracking, regulated stock management, procurement, sales, invoicing and reporting, integrated with existing business processes.

Technology

OdooPythonPostgreSQLERP Integration
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Architecture

  1. Procurement
  2. Odoo ERP
  3. Batch & Stock Management
  4. Sales & Invoicing
  5. Reporting

Telemedicine Platform

A real-time remote consultation platform connecting patients and healthcare professionals with live video and medical imaging streams.

Problem
Remote consultations required more than a generic video call: medical cameras, image quality and low-latency streaming were essential to clinical usefulness.
Solution
A WebRTC-based platform supporting multi-camera streaming, image processing on the video pipeline and structured consultation workflows.

Technology

WebRTCOpenCVPythonReal-Time Systems
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Architecture

  1. Patient
  2. Telemedicine Platform
  3. Media Pipeline
  4. Doctor

Industrial IoT Monitoring

Sensor-based monitoring of industrial equipment with real-time dashboards and alerting.

Problem
Machine and environment data were not collected continuously, making anomalies visible only after they caused disruption.
Solution
Microcontroller and single-board-computer nodes publishing sensor data over MQTT into a processing service, with dashboards and threshold alerts.

Technology

ESP32Raspberry PiIoTReal-Time Monitoring
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Architecture

  1. Sensors
  2. ESP32 / Raspberry Pi
  3. MQTT Broker
  4. Processing
  5. Dashboard

AI Driver Assistance

A computer-vision system for detecting road objects and driving conditions on embedded hardware.

Problem
Detection had to run on constrained edge hardware in real time, not on a remote server.
Solution
Object detection models trained and optimized for edge inference, integrated into a real-time decision loop.

Technology

YOLOTensorFlowComputer VisionEdge AI
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Architecture

  1. Camera
  2. Preprocessing
  3. Detection Model
  4. Decision Logic
  5. Driver Alert

Logistics ERP

An ERP for logistics operations covering orders, dispatch, fleet and delivery tracking, connected to e-commerce sources.

Problem
Orders arriving from online channels were handled manually and disconnected from warehouse and delivery operations.
Solution
Webhook-driven order ingestion, an ELT pipeline into the ERP data model, and operational modules for dispatch, fleet and delivery status.

Technology

ERPShopifyWebhooksELTAPIs
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Architecture

  1. E-commerce
  2. Webhooks
  3. ELT Pipeline
  4. ERP
  5. Dispatch
  6. Delivery

Enterprise Digital Content Platform

A full-stack platform for managing and delivering multimedia and interactive 3D content at enterprise scale.

Problem
Multimedia and 3D assets were scattered across tools with no consistent publishing or management workflow.
Solution
A CMS-backed platform with structured content models, multimedia delivery and Unity-based interactive 3D experiences.

Technology

Full StackCMSMultimediaUnity3D
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Architecture

  1. Content Authoring
  2. CMS
  3. Media Services
  4. Delivery
  5. 3D / Unity Client

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