Selected Work

Public-safe examples of systems, tools, and interfaces.

Some client and technical work cannot be shown directly. These examples show the kind of interfaces, workflows, and delivery standards ECS brings to public sites, internal tools, simulations, and automation.

Disclosure Model

Evidence without unnecessary exposure.

ECS can discuss private work by problem shape, deliverable type, and operating constraints without exposing customer identity or security-relevant detail.

Show the interface

Approved public sites, sanitized demos, reusable UI patterns, abstract workflow diagrams, and capability summaries.

Protect the context

Customer names, internal vocabulary, real records, maps, architecture, deployment details, logs, tickets, and operational screenshots.

Prove the delivery

Maintainable code, usable interfaces, clear handoff, testable workflows, documentation, and human review stages.

Selected Builds

Representative systems and build scope.

Descriptions focus on architecture, workflow, and user-facing capability while staying inside public disclosure boundaries.

Data workbench SQL interface using seeded demo data.
Offline data ingestion and review

Data Workbench

A DuckDB-backed web and CLI toolkit for ingesting structured data exports, browsing normalized records, running read-only SQL, plotting analysis views, and exporting review-ready data.

Python, DuckDB, browser UI, CLI, plotting, read-only JSON APIs

Offline-first analysis toolkit

Critical Track modeling and simulation interface with a sanitized news panel and world map styling.
Modeling and simulation platform

Critical Track

A Unity/C# geopolitical modeling and simulation platform with deterministic adjudication, persistent scenario state, RAG-grounded faction context, LLM-assisted planners, Monte Carlo evaluation, and scenario data pipelines.

Unity, C#, deterministic simulation, RAG, LLM orchestration, Monte Carlo evaluation

Full-stack simulation system

Pawz Pizzeria ordering app landing page with menu and cart navigation.
Full-stack Django commerce workflow

Pawz Pizzeria

A Django pizza ordering platform with customizable menu browsing, session-backed cart, staged checkout/review, account dashboards, staff order management, ETA messaging, and API schema documentation.

Django 6, DRF, Bootstrap 5, django-allauth, Whitenoise, pytest

Academic project with complete app flow

CodeWallet local search interface showing sanitized portfolio query results.
Local developer knowledge base

CodeWallet

A local-first Python and SQLite application for indexing code across many roots, searching previous implementations, browsing configured directories, and saving reusable snippets.

Python, SQLite/FTS5, local web UI, CLI, safe ignore rules

Production-grade local baseline

Sanitized Automaton workflow login surface for proposal process support.
Process engineering web application

Automaton

A Django and Channels application for structured process definition: multi-phase proposal drafting, database-backed proposal management, AI-assisted refinement, real-time chat, and template-driven PDF reports.

Django, Channels, WebSockets, Bootstrap, ReportLab, AI-assisted workflows

Human-driven process engineering

Engagement Types

Common delivery patterns.

These patterns connect the public examples to the kinds of production work ECS can take on without exposing private customer context.

Production-shaped Django rebuild

Rocky Mountain Sled Dog Club Website

A Django and Bootstrap rebuild for a nonprofit site, with editable content models, seeded public content, Docker deployment support, membership/payment foundations, and member-community workflows.

Django, Bootstrap 5, Docker, Channels, Redis, Stripe-ready membership flows

Visit project
Review surfaces for operational data

Private Workflow Dashboards

Dashboards and review workflows for complicated data, described publicly by workflow shape and delivery approach rather than customer identity, records, maps, architecture, or internal terminology.

Python, Django, data workflows, UX, documentation

Analysis and modeling systems

Data Workbenches and Scenario Interfaces

Query, timeline, relationship, trajectory, and scenario exploration surfaces that turn raw system output into something users can inspect, compare, export, and act on.

Python, DuckDB, C#, Unity, plotting, APIs, interaction design

Playable systems with simulation depth

Interactive Systems and Game Tooling

Gameplay systems, interactive tools, simulation-backed mechanics, and support interfaces where iteration speed, authored state, and readable feedback loops matter.

Unity, C#, gameplay architecture, simulation state, editor/runtime tooling

Human-reviewed automation

Private Automation Workflows

Local and private workflow automation for documents, intake, review, and knowledge work with explicit human checkpoints and audit-friendly outputs.

Python, local files, review stages, agent workflows