James Ortega
IT Support Specialist & AI Systems Engineer
Specializing in Agentic Workflows, Multimodal Applications & Constructive AI
Systems-oriented engineer specializing in the architecture and deployment of agentic AI workflows, multimodal applications, and high-utility data platforms. Expert in "Constructive AI"—developing production-ready systems that prioritize token efficiency, automated evaluation, and domain-specific accuracy in Cybersecurity and Medical Research.
With over 30 years of hands-on experience in Linux administration, network security, and hardware deployment, combined with a proven track record managing the full AI product lifecycle from rapid prototyping on Abacus.AI to version-controlled production environments. CompTIA A+ certified.
AI & Engineering Skills
AI Orchestration
Operations & DevOps
Quality & Security
Web & Data
Selected AI Productions
Mission Control
Agentic Research Console
- Engineered a sophisticated agentic environment for deep-dive research in Cybersecurity, Medical Research, and AI.
- Designed custom multi-step pipelines (Planner → Researcher → Synthesizer) with integrated tool/function calling.
- Optimized for "Least Token" usage: built analytics to route tasks to the fastest/most efficient model.
- Implemented advanced logging, auditing, and weekly QA cycles with vulnerability testing.
- Maintained engineering rigor via one-way code sync to GitHub (repo: mission_control).
Port0
Central AI Gateway
- Architected a centralized hub and "front door" for a suite of AI-enabled properties, unifying disparate tools into a cohesive user journey.
- Designed for extensibility, allowing rapid integration of new AI experiments and production utilities.
Imzadi
Multimodal Storytelling & AI Tooling
Creative platform integrating Text + Image + Sound for immersive, AI-assisted narrative experiences with custom authoring tools.
imzadi.lovePhipi.io
Analytics-Driven Link Utility
High-performance link shortener with integrated telemetry and clickstream analytics to track user engagement patterns.
phipi.ioPhipi.me
Technical Content Intelligence
Selective aggregator for high-signal technical content with AI-powered summarization, tagging, and prioritization.
phipi.meCore Technical Skills
Operating Systems
Networking & Security
Virtualization & Cloud
Monitoring & Tools
Privacy & Compliance
Mobile Platforms & Security Profile
Android Ecosystem
2010 – Present
- Extensive OS Experience: Over 14 years of hands-on experience with the Android ecosystem, ranging from legacy versions to the most recent Canary builds.
- AOSP & Custom ROMs: Expert-level proficiency in deploying and managing various AOSP-based distributions, including LineageOS and GrapheneOS, for enhanced privacy and performance.
- Technical Tooling: Advanced utilization of Android Debug Bridge (ADB) for device management, sideloading, and system-level troubleshooting.
- Security & Pentesting: Specialized in mobile security auditing using Kali NetHunter for on-the-go penetration testing, including Wi-Fi surveys and Bluetooth reconnaissance.
iOS Ecosystem
2019 – Present
- Platform Migration: Successfully transitioned to iOS as a primary daily driver while maintaining a cross-platform workflow for specialized technical tasks.
- Device Management: Proficient in advanced iPhone maintenance and recovery, including the use of DFU (Device Firmware Update) mode and Apple Configurator for flashing and provisioning devices.
Specialized Mobile Skills
Active use of mobile platforms for environmental security analysis, specifically Wi-Fi signal surveying and Bluetooth LE discovery.
Maintaining a dual-device strategy to leverage the security-hardened nature of iOS alongside the open-source flexibility and auditing power of Android.
Professional Experience
Wireless Support Technician
Startup Wireless Solutions Provider
Contract | Wilmington, NC
2004
- Provided technical support for a wireless ISP division utilizing Fedora Core 1 systems.
- Monitored network health and access point performance using Zabbix.
- Troubleshot client connectivity issues in a high-growth startup environment.
Network Security Lead
Community & Church Organizations
Volunteer/Pro-Bono | Various
2001 – Present
- Designed and deployed open-source firewall solutions (Smoothwall and Endian) to secure organizational data.
- Implemented content filtering, intrusion detection, and secure remote access for non-technical users.
- Provided ongoing IT maintenance and hardware troubleshooting for local community groups.
Key Projects & Technical Achievements
Secure Remote Infrastructure
Pandemic Initiative
- Engineered a "rock-solid" secure home network to meet state agency public-facing security requirements.
- Managed a multi-thousand dollar upgrade of Ubiquiti networking gear, including professional structured Ethernet wiring.
- Implemented logical network segmentation via VLANs to isolate work traffic from personal and guest devices.
Advanced Homelab Management
Proxmox Environment
- Architected a Proxmox-based virtualization environment hosting: 2x Database servers, Web server, Uptime Kuma monitoring, and Tailscale mesh networking.
- Maintains Windows 11 23H2 VM and various Linux distros (Arch, Fedora) to ensure OS-agnostic proficiency.
- Utilizes Warp Terminal for streamlined interaction with LXC and VM instances.
Digital Identity & Privacy Architecture
Developed a domain-segregation strategy to phase out legacy providers (Gmail) in favor of custom domain-based email.
Migrated primary communications to ProtonMail and Signal to ensure end-to-end encryption.
Manages a centralized security repository for SSH keys, configurations, and sensitive notes using encrypted password management.
Education & Certifications
CompTIA A+ Certified
Certification ID: COMP001001154143
2003
Network Administration Diploma
Core Focus: Red Hat Linux 2.1 Administration
Technical School | 2002
Community Involvement
Privacy Advocate
Regularly consults with peers and the public on digital hygiene, open-source benefits, and online security.
Open Source Contributor
Actively engages with GitHub projects to maintain and expand Linux systems knowledge.
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