I’m a 24 year old Java engineer, infrastructure-focused builder, and security-minded developer at Starbound Stories LLC. I design and ship real-time systems—especially around Minecraft server infrastructure, AI moderation, and data-heavy dashboards—with a strong emphasis on reliability, observability, and safety.
I also have a thorough, practical understanding of AI and how to use it: LLM orchestration, prompt/system design, tool/function calling, policy/safety enforcement, evaluation, and cost/perf tuning in production.
- Java 21 · Paper/Spigot · Velocity · ProtocolLib · JDA
- Databases: MariaDB/MySQL (schema design, migrations, perf)
- Web: PHP, modern HTML/CSS/JS, REST APIs
- Ops: Linux, GitHub Actions CI, log/metric pipelines, secure secrets
- AI: OpenAI API, moderation pipelines, retrieval patterns, evals & guardrails
An end-to-end AI moderation platform integrated with Paper/Velocity and Discord.
- Automated chat moderation + staff assistance with strict policy controls
- Liora Forecast: predicts moderator staffing from live server signals (players, chat velocity, mining activity), with a web NOC dashboard and compliance tracking
- SQL-backed audit trails, role-aware actions, and real-time analytics
A modern PHP/MySQL application focused on safety, clarity, and performance.
- Clean modular architecture, CSRF/session hygiene, role-based flows
- API key management & granular error semantics for integrations
- Theming system, auth hardening, and organized page routing
Custom gameplay, staff tooling, nickname/skin systems, bounty features, and anti-cheat integrations—optimized for stability and low overhead.
- High-quality Java backends for games and real-time ops
- AI in production: prompt/tooling design, safety layers, and evaluation
- Data modeling + SQL that scales (and is actually maintainable)
- Secure web services with clear API contracts and tight auth
- Discord:
Aduhkiss
- Email: atticus@zambrana.family
- 💬 Ask me about: AI moderation pipelines, Paper/Velocity infrastructure, and SQL performance
- 😄 Pronouns: He/Him/His