Considerate Systems LLC

Portfolio / Past Projects

A selection of past engagements, shared with client permission.

JesusLookBetter.com architecture and workflowsInternal venture of Considerate Systems LLC · Oct 2026

JesusLooksBetter.com is an ecommerce website and blog meant to inform the reader about the gospel as well sell made to order clothing and fashion accessories.

AWS AmplifyStripe Payment APIMedusa Commerce Engine
Jetblack Cowboy Bebop OutfitPersonal Project · Jun 2026

Handmade outfit crafted using custom EVA foam and 3D printed armor pieces

This Website: Payload + Next.js on AWS FargateConsiderate Systems LLC · May 2026

The turnkey platform this site runs on: Payload CMS + Next.js in one container on ECS Fargate, fully defined in Terraform, with an adaptive HLS video pipeline on MediaConvert.

TypeScriptNext.jsPayload CMSAWSTerraformDockerPostgreSQL
Bacteria Detection Computer Vision PlatformBiotech client · Oct 2025

AWS microservice platform for automated bacteria detection: React front end, GPU inference backend, and a custom YOLO architecture tailored to the detection task.

PythonYOLOReactAWSDocker
Speech-to-Task on Mobile-Friendly Neural NetworksAI startup · Aug 2025

Live speech-to-task prototype built on Whisper Tiny, Deepgram, and Gemma 3n, with free-tier Hugging Face hosting and competition-ready technical documentation.

PythonWhisperGradioHugging Face
Smart Water Heater IoT FleetArmada Power · May 2025

C++ embedded Linux development for grid-scale fleets of IoT water heaters: OpenWRT-based OS with real-time MQTT, time-series anomaly detection, SysML modeling, and L/S/C-band RF design.

C++OpenWRTMQTTSysMLFusion 360Python
OpenWRT Router on a Raspberry PiDec 2024

Custom embedded Linux router build — OpenWRT on a Raspberry Pi with an unmanaged switch — written up as a public walkthrough on networking fundamentals.

OpenWRTRaspberry Pi
Small-Business eCommerce on AWSThe Herbal Mission · Mar 2024

Custom eCommerce site for a handcrafted soap business, hosted on AWS EC2 — including shipping, billing, maintenance, and ongoing technical support.

WordPressAWS
Radar Hardware Control & Test SoftwareECS Federal · Jul 2023

Real-time radar coordination in C# over Modbus TCP, LabVIEW hardware-control GUIs, C++ data processing, and GitLab CI/CD deployed on AWS ECS.

C#LabVIEWC++PythonAWS
Counter-Drone Systems ArchitectureManTech · Nov 2022

Architected large-scale counter-drone systems with MBSE and SysML in MagicDraw/Cameo, plus C++ drivers and Python/LabVIEW/MATLAB radar signal processing.

SysMLCameo / MagicDrawC++PythonLabVIEWMATLAB
Ground-Penetrating Radar PlatformSawback Technologies · May 2021

Led engineering of a ground-penetrating radar system: PetaLinux on Xilinx SoC/FPGA, Zynq7000 embedded C for acquisition and control, and UHF analog design.

CXilinx ZynqPetaLinuxVHDL
DNN Wafer-Defect Detection at IntelIntel Corporation · Sep 2019

Computer-vision wafer-defect detection tool that reduced validation time on Intel’s silicon assembly line, plus automated neural-architecture search in TensorFlow/Keras.

PythonTensorFlow