Considerate Systems LLC

Portfolio / Past Projects

A selection of past engagements, shared with client permission.

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