SYSTEM ONLINE sq development | systems-first engineer

Building reliable software foundations for modern products.

sq designs and ships scalable systems and interfaces for teams that need dependable web and real-time products. Direct with the principal engineer, focused on longevity.

Systems Architecture Web & Backend Interactive & 3D Performance & Reliability Long-Term Maintainability

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Engineered for serious clients and sustained systems. I embed with founders and product teams to keep launches stable.

Approach

A systems-first operating model

sq partners with teams to design and sustain durable software systems. Every decision centers architecture and reliability so each release stays stable under real load.

Systems Architecture

I map product goals to clear system boundaries and data flows before writing code. Every component has a reason to exist.

Product-Aligned Engineering

I build what the product needs to win: clear interfaces with fast backends and delivery matched to real milestones.

Performance & Reliability

I engineer for steady performance with predictable latency and graceful degradation. Observability is designed in, not bolted on.

Long-Term Maintainability

I enforce clear code quality and testing standards that keep teams fast months later. Dependencies and handoffs stay documented.

Principal engineer on every build. Built to stay reliable after launch.

Selected Work

Systems delivered under real constraints

Evidence of shipped systems built for reliability and product outcomes. Each engagement prioritized stability under load and clarity for the teams inheriting the work.

Flagship Case

Discord Bot Web Dashboard

A fully operational web dashboard for Discord bots, providing advanced analytics and live configuration control with persistent user sessions.

Secure Discord OAuth2 authentication linked directly to user accounts.
Session persistence via cookies to maintain access across visits.
Live bot configuration and settings control through the dashboard.
Advanced analytics surfaced from real-time bot and server data.

Luau Systems

Gameplay and systems engineering

Session Matchmaking

Queue-based matchmaking system backed by a custom external API, paired with a fully custom-built UI designed and implemented for this project.

NPC Behavior Framework

Scalable state-machine-driven NPC framework supporting combat, idle, and transitional behaviors for complex gameplay logic.

User Interface Systems

Element-based modular UI framework enabling advanced interfaces, rapid iteration, and improved player experience.

Platform / Integration Work

Interfaces that connect systems

Single Sign-On

Discord-to-Roblox verification pipeline using Roblox OAuth2 to securely link accounts and authorize platform actions.

Off-Site / External Programming

Systems beyond the core stack

Beta Tester Access Platform

Soft-shutdown–driven testing system with a custom API that gates access based on Discord roles and scheduled test sessions.

Coming Soon

Imperial Order Bot

Discord ↔ Roblox automation bot tracking events, experience, and automatically ranking users inside Roblox groups.

About

sq is a hands-on engineer

I’ve been building systems-first software since 2017. I’m hands-on with everything I ship. I design the architecture, write the core code, and stay responsible for how it performs once it’s live.

I care about things making sense over time. I want systems that are still readable months later, that behave predictably under load, and that teams can extend without second guessing every change. I’ve built web dashboards, game systems, and platform integrations, but the goal is always the same. Make it solid first, then make it polished.

I work best with teams that care about ownership. I document decisions, think through failure early, and stay involved after launch to make sure nothing quietly breaks when it matters most.

Principal engineer attached and present for the quiet work that keeps products steady.

Engage

Reliable systems start with a direct conversation.

I start by talking through what you’re building and where reliability matters most. Reach out directly: no forms or routing. The next move is a calm chat to see if we’re the right fit.

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No forms. Direct contact. Every conversation is led by the engineer who ships the work.