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ailton-santos/README.md

Ailton Santos Banner

Architectural Visualization, Concept Art and Development by Ailton Dos Santos Unreal Engine

Bridging Engineering & Immersive Technology

Let's connect

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Tech Stack

AI, Data Science & Analytics

tensorflow pytorch scikit_learn hugging-face pandas numpy scipy opencv spacy hive hadoop power-bi tableau seaborn

BIM & Engineering Tools

revit Dynamo PyRevit unrealengine siemens labview matlab


Specialized Portfolio & Project Correlations

Specialized Field Key Projects (High Impact) Extended (Full List)
AI Engineering Gloss IADeep Facade InspectorMachine VisionCognitive Computing Predict Flight MLBig Data AppForest Fire SimFault Forecasting
Systems Engineering Robotics Auto Guided VehicleIoT SystemsNetwork MonitoringProcess ControlMQTT ESP8266
Digital Simulators BIM AR Precision Cube Game (Unity)House FoundationLean ConstructionAnalysis EffortsProperty ValuationBuilding FlowSimple Clicker (Unreal)
Renewable & Safety Smart-GridNR15 Noise PV Solar SavingsWind EnergyLayer Controller
Software Systems SnackBar (Arch)File Sharing Hamburgueria MarinheiroLid PositioningPatient Record

🎓 Educational Resources & Training

Category Available Learning Materials
Applied AI Python for Artificial Intelligence • [Computer Vision for Building Inspection] • [AI Integration in Renewable Energies] • [AI Systems for Digital Games] • [AI Systems for Digital Games]
Data Science Python for Data ScienceR for Data ScienceJulia
Full-Stack Development C#Front-End
Engineering Mechatronic SystemsElectroeletronicsPython for Math
Mobile Android Studio

"The best way to predict the future is to simulate it."

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  1. GlossIA GlossIA Public

    Enterprise-grade RAG Architecture for Contextual Intelligence. Built with Python, Milvus, and Hybrid LLM Orchestration

    Python

  2. MachineVision MachineVision Public

    Machine Learning pipeline transitioning from MATLAB to industrial C# (.NET 10) implementation. Includes BoVW, SIFT, and Max Pooling

    C#

  3. Deep_Facade_Inspector Deep_Facade_Inspector Public

    Computer Vision framework for automated building pathology detection. M.Sc. Research focused on Deep Learning, Structural Health Monitoring and BIM integration.

    Python 1

  4. BIM_AR_Precision BIM_AR_Precision Public

    Immersive Mixed Reality (MR) Engine for Meta Quest 2/3. C++ framework for large-scale BIM visualization with high-precision Passthrough alignment and OpenXR integration.

    C++ 1

  5. Robotics-Dynamics-Control Robotics-Dynamics-Control Public

    Mathematical foundations of robotics and control systems. Implementation of forward/inverse kinematics, trajectory planning (PUMA 560), and pathfinding algorithms (Dijkstra/A*) for industrial manip…

    MATLAB 1

  6. Process_Control Process_Control Public

    Closed-loop tank level control system implemented in NI LabVIEW. Features a custom PID control algorithm, real-time data acquisition (DAQ) modules, and an interactive HMI for process monitoring and…

    LabVIEW