Aim

Hi there,

"Aim at nothing, and you'll hit it every time" — Zig Ziglar

I'm a detail-oriented IT professional with a passion for hands-on problem solving. I approach technical challenges with creative thinking, whether I'm optimizing system performance, troubleshooting hardware issues, or exploring cutting-edge solutions to everyday problems. Outside the tech world, I cultivate patience through gardening and foraging for rare flora in unexpected places, while mountain biking keeps me sharp (just a cool excuse to touch grass).

George Mason University

B.S. Information Technology
(Expected 2028)

6+ Years Experience

Technical troubleshooting & team management

Linux Enthusiast

Since age 13

Currently Studying

CompTIA A+ • AWS Cloud & AI Practitioner

Skills & Expertise

Hardware & Software

PC building, laptop repair, component diagnostics, performance optimization, enterprise storage, NAS configuration

Self-Hosted Infrastructure

TrueNAS, Docker Compose, Caddy reverse proxy, GitHub Actions CI/CD, Linux server management, DDNS and remote access

AI Orchestration

Multi-model delegation workflows: assigning tasks to specialized agents by domain, gated handoffs with evidence and review stages, structured planning and closeout documentation

Operations & Management

Team leadership, inventory control, process improvement, technical support, quality assurance

Experience Timeline

Assistant Store Manager

NTB/Mavis Tires

April 2024 - June 2025

Directed daily operations for automotive service center, managing team of 8+ technicians. Implemented systematic improvements reducing turnaround time by 15% through shop management software optimization.

Team Leadership Operations Management Process Improvement Quality Control

Data Annotation Contractor

Remote Platforms

January 2023 - Present

Multi-modal LLM evaluation and data annotation across text, image, audio, and video pipelines. Work includes preference labeling, ELO/H2H comparative ranking, and quality assurance for AI training datasets across platforms including Prolific, Mindrift, and Alignerr.

LLM Evaluation Multi-modal Annotation Preference Labeling RLHF AI Training Pipelines

Technical Projects

The Penthouse

Live

Privacy-first social app built through 3 full iterations, now live as a Progressive Web App. Orchestrated across multiple specialized AI agents — backend, frontend, and release gate each owned by a dedicated model with gated handoff protocols. Deployed on a self-hosted TrueNAS stack with Caddy, Docker Compose, and nightly automated backups.

Progressive Web App Fastify + PostgreSQL Socket.IO TrueNAS Docker Compose AI Orchestration

Key Achievements:

  • Live production at penthouse.blog with HTTPS, realtime chat, and Android push notifications
  • Multi-agent delegation: specialized models own distinct concerns with evidence-gated handoffs
  • Invite-only auth, admin moderation suite, media uploads, and PWA install flow
  • 3 iterations — native Android APK to PWA reduces install footprint by ~50x
Complexity: Expert
Visit penthouse.blog →

Aim's 3D Print Shoppe

Active

Small print-on-demand business running commission orders and MakerWorld listings. Includes a custom Astro 5 storefront with a periwinkle/lavender brand identity, a local Nextdoor presence, and a lightweight quote-to-delivery workflow.

Astro 5 Bambu Lab P1S MakerWorld Business Operations

Key Achievements:

  • Custom storefront with documented commission workflow from quote to delivery
  • Active MakerWorld listings for gardening accessories and decorative items
  • Local customer acquisition via Nextdoor with real orders fulfilled
  • End-to-end ownership: design, print, quality check, and delivery
Complexity: Intermediate
Visit aim3dprints.com →

Enterprise SAS NAS Build

Active

Built cost-effective TrueNAS server with 10x enterprise SAS drives and LSI controller. Achieved 5.46TB RAID-Z2 storage with Immich self-hosted photo backup, replacing Google Photos.

TrueNAS ZFS RAID-Z2 LSI 9207-8i Immich i5-11400

Key Achievements:

  • Built $270 NAS with enterprise-grade reliability (vs $800+ prebuilt)
  • 5.46TB usable storage with dual-drive failure protection
  • Self-hosted Immich replacing Google Photos subscription
  • Automated SMART monitoring and monthly scrubs
Complexity: Expert
View on Teardown Café →

Pi-hole Network Security

Active

Deployed DNS-level ad blocking using Raspberry Pi 3B+ with Unbound recursive DNS resolver. Integrated with WireGuard VPN for complete network privacy protection.

Raspberry Pi Pi-hole Unbound DNS WireGuard VPN Linux

Key Achievements:

  • Blocked 40,000+ DNS queries daily with 15% block rate
  • Zero-logging privacy configuration
  • VPN integration for remote protection
  • Custom blocklist optimization
Complexity: Intermediate
View on Teardown Café →

GrapheneOS Migration

Completed

Complete privacy-focused mobile OS migration from carrier-locked failure to successful GrapheneOS deployment. Documented bootloader unlock verification, damaged device acquisition strategy, and dual-device privacy architecture.

GrapheneOS Pixel 7 Pro Privacy Hardening ADB eSIM

Key Achievements:

  • Bypassed carrier bootloader restrictions through systematic verification
  • 50% cost reduction via cosmetically damaged device acquisition
  • Implemented dual-device privacy architecture for risk isolation
  • Documented complete migration guide with troubleshooting protocols
Complexity: Advanced
View on Teardown Café →

Technical Documentation

Explore the Knowledge Garden

Technical documentation, project build journals, and operational runbooks covering the complete arc from hardware homelab to live app deployment. Includes self-hosting ops guides, AI orchestration workflows, and a step-by-step build history for The Penthouse.

App Development

The Penthouse build journal — 3 iterations, architecture decisions, AI orchestration workflow, and production deployment

Self-Hosted Infrastructure

TrueNAS deployment runbooks, Docker Compose ops, DDNS, SSH hardening, and disk management

Privacy & Homelab

GrapheneOS migration, Pi-hole setup, router hardening, and WireGuard VPN configuration

Explore Knowledge Garden arrow_forward

Interactive visualization with 6 featured projects • Live documentation • Updated today

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Technical Notes
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Topic Domains
6
Featured Projects

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