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ailton-santos/README.md

Ailton Santos Banner

Bridging Engineering & Immersive Technology

πŸ‘¨πŸ»β€πŸ’» Let's connect

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πŸ› οΈ 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


πŸ“‚ Specialized Portfolio & Project Correlations

Specialized Field Key Projects (High Impact) Extended (Full List)
AI Engineering Gloss IA β€’ Deep Facade Inspector β€’ Machine Vision β€’ Cognitive Computing Predict Flight ML β€’ Big Data App β€’ Forest Fire Sim β€’ Fault Forecasting
Systems Engineering Robotics Auto Guided Vehicle β€’ IoT Systems β€’ Network Monitoring β€’ Process Control β€’ MQTT ESP8266
Digital Simulators BIM AR Precision Cube Game (Unity) β€’ House Foundation β€’ Lean Construction β€’ Analysis Efforts β€’ Property Valuation β€’ Building Flow β€’ Simple Clicker (Unreal)
Renewable & Safety Smart-Grid β€’ NR15 Noise PV Solar Savings β€’ Wind Energy β€’ Layer Controller
Software Systems SnackBar (Arch) β€’ File Sharing Hamburgueria Marinheiro β€’ Lid Positioning β€’ Patient Record

πŸŽ“ Educational Resources & Training

Category Available Learning Materials
Applied AI Python for Artificial Intelligence β€’ [Computer Vision for Building Inspection] β€’ [AI Integration in Renewable Energies] β€’ [AI Systems for Digital Games] β€’ [AI Systems for Digital Games]
Data Science Python for Data Science β€’ R for Data Science β€’ Julia
Full-Stack Development C# β€’ Front-End
Engineering Mechatronic Systems β€’ Electroeletronics β€’ Python 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

  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