SYSTEM_CORE: V3.1.4 // ONLINE

BUILDING THE FUTURE, TODAY.

The process: Design, Innovate and Develop. Merging software intelligence with hardware reality.

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HARDWARE

3D PRINTING / MICROCONTROLLERS
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SOFTWARE

FULL STACK LOGIC / EMBEDDED SYSTEMS
>_ Featured Module
Voice Controlled AI Assistant

VOICE CONTROLLED AI ASSISTANT

Developing an AI smart assitant that listens for commands and responds with grounded information. Voice data is processed through the microcontroller and sent to Gemini API for Speech To Text processing. The response is then transmitted to another AI API for Text To Speech processing.

CORE HARDWARE

XIAO ESP32S3 Microcontroller INMP441 Microphone 8 Ohm Speaker RFID Reader Ultrasonic Sensor OLED I2C Display Module 3D Printed PLA+ Case

CORE SOFTWARE

Arduino IDE Gemini STT API ChatGPT STT API ElevelLabs TTS API
>_ PERSONAL PROJECTS
Bluetooth controlled cars with self driving

1:18 SCALE SELF-DRIVING & BLUETOOTH CONTROL CARS

STABLE

3D printed cars designed in 1:18 scale with Arduino microcontrollers, operated with Bluetooth technology. A secondary automated self-driving mode of control is built-in with assistance from RFID hardware and infrared sensors.

XIAO nRF52840 Microcontroller Arduino IDE NFC RFID Reader Infrared Sensors 380 Brushed Motor DRV8833 DC Motor Driver Mini Digital Servo 7.4v Lipo Battery Electrolytic Capacitors Ceramic Capacitors LED Light Diodes LDR Photoresistor 3D Printed PLA+
VIEW DOCUMENTATION → COMING SOON
1:32 scale model bluetooth controlled and self-driving cars

1:32 SCALE BLUETOOTH CONTROLLED CARS

ALPHA

3D designed and printed cars created in 1:32 scale utilizing Arduino microcontrollers, operated with Bluetooth technology. A secondary automoted self-driving mode is added using infrared sensors and color sensor technology.

XIAO nRF52840 Microcontroller Infrared Sensors 180 Brushed Motor DRV8833 DC Motor Driver Mini Digital Servo 7.4v Lipo Battery L7805CV Voltage Regulator Electrolytic Capacitors Ceramic Capacitors LED Light Diodes Steel Ball Bearing 3D Printed PLA+
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>_ PROFESSIONAL PROJECTS
NetSuite System Administrator and Designer

NETSUITE ERP INTEGRATOR / ADMINISTRATOR

ADMIN

NetSuite ERP Administrator for business operations with primary responsibilities being to manage the configuration, maintenance, and optimization of the platform to ensure every department - from accounting to supply chain runs smoothly. Beyond technical upkeep, also acting as a bridge between the software and the people using it.

System Administrator System Designer NetSuite ERP Data Transofrmation Point of Sale Netsuite ERP Integration
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    System Customization: Creating custom reqorts, saved searches, dashboards, and custom queries to make data meaningful for stakeholders.
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    User Governance: Managing permissions, roles, and security protocols to keep sensitive financial data protected.
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    Problem Solving: Troubleshooting workflow bottlenecks and overseeing semi-annual NetSuite releases to ensure script integrity.
VIEW DOCUMENTATION → COMING SOON
Salesforce System Administrator and Designer

SALESFORCE SYSTEM INTEGRATOR / ADMINISTRATOR

ADMIN

Salesforce System Administrator is the "mission control" for a company's sales and service operations. Going well beyond tech support, and acting as the bridge between complex business requirements and the technology that makes those goals happen. Key responsibility of building tool to facilitate end user adoption and success.

System Administrator System Designer SalesForce CRM Data Engineer SalesForce Integration API Development
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    Core Responsibilites: System Maintenance - User Governance - Architecture Customization - Workflow Automation.
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    Data Governance: Data Integrity and normalization - Security hierarchy and data protection.
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    Business Integration: BI Dashboards and visualizing real-time goal metrics combined with deep-dive reporting, marketing ROI and trend analysis.
VIEW DOCUMENTATION → COMING SOON
>_ INITIALIZE COMMUNICATION
SUSPICIOUS CHARACTERS DETECTED [ < > { } ]

01_ HARDWARE ARCHITECTURE

Analysis of physical compute modules and industrial processing units utilized on most projects.

REAL_TIME_MCU

Arduino MCUs

VERDICT: Bare-metal execution for hardware-level behavior.

Deterministic Latency: Lack of OS jitter ensures pulses at exact 20μs intervals for motor control.

I/O Mastery: Integrated ADCs and ISRs for high-precision sensor sampling.

Efficiency: Capable of running for years on a small battery or solar cell.

LINUX_EDGE

Raspberry Pi

VERDICT: Linux-based Edge computing with high-level logic.

Managed OS: Run Git, Docker, and SSH directly on the device for cloud-ready Edge tasks.

Concurrency: Multi-core ARM processor allows simultaneous databases and web servers.

Vision: Dedicated CSI/HDMI ports for OpenCV tasks that overwhelm simple MCUs.

WORKSTATION

Desktop Systems

VERDICT: Development productivity and GPU-heavy workflows.

Tooling Speed: High clock speeds reduce 10-minute Pi builds to 10-second desktop builds.

GPU Acceleration: Capability for CUDA machine learning and DirectX rendering.

I/O Ecosystem: NVMe storage and multi-monitor setups for rapid developer I/O.

ENTERPRISE

Enterprise Servers

VERDICT: Redundancy, massive throughput, and 99.99% uptime.

Fault Tolerance: ECC RAM and RAID prevent silent data corruption and hardware failure.

Throughput: 64+ core counts designed for thousands of simultaneous network requests.

Remote Access: IPMI/iDRAC allows BIOS-level management even if the OS is frozen.

NEURAL_BRIDGE_v1.0

AI: The Hardware-Software Bridge

INTEGRATION: Optimizing neural architectures for physical silicon constraints.
EDGE INFERENCE

Moving AI from the cloud to the device. By running models locally on MCUs and SBCs, we eliminate latency and ensure privacy for real-time sensor processing.

TINYML OPTIMIZATION

Quantizing deep learning models to fit within the kilobyte-range RAM of microcontrollers, bridging high-level logic with bare-metal hardware.

HW ACCELERATION

Utilizing specialized silicon (NPUs and TPUs) to handle the matrix math of AI, allowing low-power hardware to perform complex computer vision tasks.

02_ SOFTWARE LOGIC

Comparative analysis deconstructing the stack: Interface between virtualized software, development environments and physical hardware controllers.

SBC_PROCESSOR

Raspberry Pi

VERDICT: Full OS, high-level processing, and network connectivity.
  • Multitasking: Ideal for running Python or Node.js networking stacks.
  • Media Support: Go-to for edge computing and OpenCV computer vision.
  • Resources: Up to 8GB RAM for local databases or web servers.
MICRO_CONTROLLER

Arduino

VERDICT: Real-time, low-level hardware control and power efficiency.
  • Deterministic: Ensures "hard real-time" performance for precise motor control.
  • Efficiency: Capable of running for months on battery power.
  • GPIO: Industry standard for analog-to-digital sensor arrays.
KERNEL_OS

Linux

VERDICT: Server-side stability, DevOps, and resource efficiency.
  • Package Control: Build lightweight, "headless" environments.
  • Production Parity: Matches cloud infrastructure (AWS/Azure) for Docker deployment.
  • Customization: Modify the kernel or use Alpine for minimal attack surfaces.
ENTERPRISE_OS

Windows

VERDICT: Enterprise integration and specialized driver support.
  • .NET Ecosystem: Deepest integration for legacy enterprise and WPF apps.
  • Compatibility: Stable first-party drivers for proprietary hardware/GPUs.
  • WSL 2: Runs a Linux kernel inside Windows for hybrid development.
ENGINE_3D

Unity

VERDICT: 3D/2D visualization and cross-platform prototyping.
  • Abstraction: Handles complex physics and rendering via C# API.
  • Pipeline: Write once, deploy to iOS, Android, PC, and consoles.
  • Modularity: Entity-Component system ideal for AR/VR and simulations.