پروژه های تحقیقاتی و اجرایی

Research & Operational Projects

IoT · Local AI · SD‑WAN · OPNsense – Providing research and operational solutions for organizations and industries.

Internet of Things (IoT)

Research • Implementation

Goal: Building a reliable IoT ecosystem for monitoring, control, and automation of industrial and organizational processes.

Requirement Analysis & Architecture: Sensor selection, protocols (MQTT, CoAP, LwM2M), and connectivity layers (LoRaWAN, NB‑IoT, Ethernet).
Hardware Prototyping: Lightweight PCB design, microcontroller/SoC selection, and real-world performance validation.
Software & Framework: Gateway implementation, edge processing, and secure APIs for organizational systems.
Security & Key Management: Data encryption, token management, secure OTA updates, and IoT-specific attack analysis.

Deliverables: Architecture documentation, hardware prototype, field images, and API documentation.

Privacy • Responsiveness

Goal: Running ML/AI models entirely on-premise to protect data privacy and enable real-time processing.

Data Identification & Preparation: Cleaning, labeling, and preparing internal datasets for quality and generalization.
Model Optimization: Quantization, pruning, and distillation for deployment on existing hardware.
On-Premise MLOps: Containerization (Docker/Kubernetes), model monitoring, lifecycle management, and CI/CD for models.
Operational Capabilities: Reporting dashboards and internal decision-support systems.

Reliability • Self-Sufficiency

Goal: Creating a software-defined WAN that routes traffic via internal connections if international internet is unavailable.

Dual Architecture: International and domestic paths prioritized based on access and SLA.
Resilient Routing: Continuous health checks, automatic failover, local caching/replication for critical services.
Policy Integration: QoS for sensitive applications, secure tunneling, and intelligent load balancing.
Management: Central dashboard, bandwidth control, and real-time link testing tools.

Security • Packaging

Goal: Testing and producing enterprise-ready OPNsense packages for medium to large environments.

Sample Output: ansible-playbook -i inventory deploy-opnsense.yml

Our workflow consists of four repeatable stages:

Discovery & Design: Stakeholder sessions, requirement definition, and conceptual design.
Prototyping & Testing: PoC, lab environment, security and performance testing.
Deployment & Knowledge Transfer: Production deployment, team training, and full documentation.
Maintenance & Improvement: Ongoing support, monitoring, and regular updates.