Websites and Web Apps
Fast, sharp, responsive sites and applications with clean UX, clear messaging, and maintainable code.
Clarity Engineered.
Tools, interfaces, and systems that make hard work usable.
Enigmatic Clarity Solutions builds web apps, internal tools, visualization surfaces, automation workflows, and interactive systems for teams working with complex data and constrained processes.
Public examples are intentionally limited: no customer names, private screenshots, architecture diagrams, deployment details, or internal vocabulary.
Consults are currently weekend-only while Dave maintains weekday professional commitments.
Build lanes
Software across web, tools, games, and systems.
Most software problems are workflow problems, data problems, user problems, and delivery problems at the same time. ECS turns that ambiguity into usable systems.
Custom Desktop and Web Tools
Internal tools, dashboards, workflow utilities, data viewers, and automation that replace manual grind.
Games and Interactive Systems
Gameplay systems, interactive tools, simulations, and playable experiences built with systems design in mind.
Simulation and Visualization
Interfaces and tools for exploring timelines, tracks, relationships, scenarios, and operational workflows.
AI Workflow Integration
Practical local or private AI-assisted workflows that help people move faster while keeping review, control, and accountability visible.
Why ECS
Built where code, systems, and usability collide.
Enigmatic Clarity Solutions handles the messy middle: understand the system, design the interface, build the tool, and make the result useful.
Process
How projects get built.
Validate early, expose bad assumptions, harden the useful core, then ship with enough documentation and support to keep the result alive.
Map the mess
Define the problem, users, workflows, data, constraints, and what success actually means.
Validate the useful core
Build the smallest working slice that proves the idea and exposes bad assumptions early.
Shape the interface
Make the tool understandable, fast, and survivable by real users.
Harden the build
Improve reliability, deployment, documentation, and edge cases.
Ship and support
Deliver the thing, then refine based on use.
Featured work
Selected public-safe examples.
A few examples from the portfolio, using public sites, sanitized screenshots, and demo data where needed.
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.
Offline-first analysis toolkit
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.
Full-stack simulation system
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.
Academic project with complete app flow
CodeWallet
A local-first Python and SQLite application for indexing code across many roots, searching previous implementations, browsing configured directories, and saving reusable snippets.
Production-grade local baseline
Start
Have a weird software problem?
Good. Weird is usually where the useful work is hiding.
Consults are currently weekend-only while Dave maintains weekday professional commitments.