🛰 Based in Eindhoven, Netherlands

Engineering. Software.
Applied AI.

Diniz Dynamics delivers integrated mechanical engineering, software development, and applied AI, turning complex industrial challenges into precision built, intelligent systems.

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9+
Service Areas
17+
Tools & Platforms
100%
Client Focused
Computer-vision pipeline detecting defects on a production line
⚙️
CAD & FEA
Precision Design
🤖
Applied AI
Vision · LLMs · Robotics
Engineering CAD workspace at Diniz Dynamics
About Us

Where Engineering
Meets Innovation

Diniz Dynamics is a specialized engineering studio delivering comprehensive, integrated solutions for industry. Our multi disciplinary team adapts to your needs, from full project execution to expert support on a specific phase.

From mechanical systems to custom software and AI deployments, we combine technical excellence with a flexible, client focused approach to deliver the most competitive path to market.

🎯
Full Scope Execution
End to end delivery, from concept to production ready output.
🔬
Multidisciplinary Team
Mechanical, software, and AI expertise under one roof.
🌍
Eindhoven, Netherlands
Located in Europe's top high tech hub, globally connected.
New · Our AI

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Privately. Locally. Free.

A general purpose AI assistant running entirely on our own infrastructure. Ask anything, brainstorm ideas, get help with writing, analyse documents, or attach images and voice notes.

  • Speak any reply aloud
  • Attach files & images
  • Send voice messages
  • Confidential by design
  • Independent per session
  • Auto deletes when you leave
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What We Do

Our Services

Comprehensive engineering and development capabilities, from concept to deployment.

🛠️
Mechanical Design
Complete mechanical design from concept to production: 3D modelling, FEA structural analysis, thermal/CFD simulation, and prototyping support.
CAD/3DFEACFDPrototyping
🏭
Manufacturing Engineering
Optimised manufacturing workflows, tooling design, jigs & fixtures, and production line monitoring to enhance efficiency and quality.
Process PlanningToolingQuality
⚡
Process Engineering
Streamlined processes through automation, statistical process control, FMEA, and safety compliance frameworks.
AutomationSPCLean
🔩
Mechanical Assembly
Precision and cleanroom assembly of complex optical, electronic, and mechanical systems, including testing, calibration, and integration.
CleanroomCalibrationIntegration
💡
Product Development
From idea to market ready product: concept development, prototyping, user centred design, and manufacturing cost planning.
UXPrototypingCosting
🔄
Reverse Engineering
3D scanning, component analysis and design enhancement for legacy products, including reconstruction and recreation.
3D ScanningAnalysisEnhancement
👁️
Computer Vision & Automation
Vision based quality inspection, real time defect detection, and vision enabled robotic integration for precision manufacturing.
Computer VisionRoboticsQA
💻
Software Development
Embedded firmware for robotics, IoT and automotive; simulation tooling; and machine learning models for recognition and automation.
EmbeddedML/AISimulation
🤖
AI Integration in Manufacturing
Deploying AI powered systems into production: vision QA, defect classification, predictive maintenance, and intelligent process control.
AI/MLComputer VisionIndustry 4.0
Portfolio

Work Examples

A selection of engineering, software, and AI projects delivered across industries.

High-precision multi-axis actuator CAD model
Mechanical · Manufacturing
High Precision Actuator Assembly
Full mechanical design of a multi axis actuator system for industrial robotics, including FEA validation and prototyping support.
SolidWorks FEA Prototyping
Automated vision system flagging surface defects on a moving line
Computer Vision
Automated Surface Defect Detection
Real time defect detection pipeline in Python, integrated into a production line for automatic rejection of out of spec parts.
Python Machine Vision
3D scan of a legacy aerospace bracket reconstructed in mesh software
Reverse Engineering
Legacy Component Recreation
3D scanning with GOM and mesh reconstruction in Polyworks for a discontinued aerospace bracket, full production capability restored.
GOM Polyworks Aerospace
Vision · Quality Control
Production Line Monitoring
Real time vision pipeline that classifies apples by colour grade across six parallel lanes, fully automated quality control on a moving conveyor.
Computer Vision Python Real Time
Automation · Engineering
Computer Vision Traffic Control
Real time intersection management system using deep learning object detection (YOLO) on multi camera streams to track vehicle trajectories, classify movement vectors, estimate per lane density, and dynamically actuate signal phase timing through a PLC interface for adaptive traffic flow optimization.
YOLO OpenCV PLC
Mineral sand AI detection 1 Mineral sand AI detection 4 Mineral sand AI detection 6 Mineral sand AI detection 7
Computer Vision · Mining
Mineral Sand Sorter
AI powered sorting system performing real time per pixel RGB spectral analysis to detect and reject coloured mineral contaminants from bulk sand streams.
Computer Vision Python Mining
Applied AI · LLMs
Self hosted Conversational AI
A private, locally served general purpose AI assistant with voice playback, voice notes, file attachments, and confidential, ephemeral conversations. Try it live at /our ai.
LLM Flask Web Speech API
Process design and FMEA documentation
Process Design
Process Design & FMEA
Structured process design with full Failure Mode and Effects Analysis (FMEA), identifying risks and implementing preventive controls across design and manufacturing.
FMEA Process Design Quality
Technology Stack

Our Tools

Industry leading software and platforms we use to deliver precision results.

⚙️ CAD / Design
NXSiemens NX
SWSolidWorks
CTCATIA
ACAutoCAD
F3Fusion 360
SESolid Edge
💻 Programming & Frameworks
C++C++
PYPython
QtQt Framework
RSRust
MLMATLAB
CVComputer Vision
🤖 AI / ML
PTPyTorch
TFTensorFlow
NVCUDA / Jetson
HFHugging Face
OLOllama
YOYOLO / OpenCV
How We Work

Our Process

A structured, transparent workflow from first call to final delivery.

1
Discovery
We listen, understand your challenge, and define scope, constraints, and goals together.
2
Design & Plan
Concept designs, technical plans, and timelines, reviewed and approved by you before we build.
3
Execute
We develop, build, and test, iterating rapidly with regular check ins to keep you informed.
4
Deliver
Final delivery with full documentation, handover support, and optional ongoing maintenance.
Get In Touch

Let's Build Something

Have a project in mind? Tell us about it. We'll get back to you within 24 hours.

Contact Information

Reach us directly or fill the form and we'll respond promptly.

📞
Phone
+31 (0) 633 011 244
✉️
📍
Location
Eindhoven, Netherlands

Send a Message

Tell us about your project and we'll get back to you.