Network & Infrastructure Engineer · AI-Assisted Business Solutions

I engineer resilient networks — and teach them to think with AI.

I design and run resilient, high-availability networks — then use applied AI to automate, retrieve, and improve the systems behind modern businesses. From pfSense deployments for 10+ clients to self-hosted agent memory and tailored ERP, I build infrastructure that stays online and gets smarter.

Location
San Jose City, Nueva Ecija, Philippines
Experience
Network engineering since 2016
Catch
Real systems, shipped & hardened

Selected Work

Projects

A cross-section of what I build and ship — from resilient production networks to applied-AI business tools and the self-hosted automation that powers it all.

Network & Infrastructure

AI-Assisted Business Solutions

Self-Hosting & Automation

Built & Deployed2026

Self-Hosted Mem0 Memory Stack

Persistent AI memory with Postgres/pgvector

A self-hosted semantic memory backend giving AI agents durable cross-session recall — Postgres/pgvector storage with a DeepInfra LLM + embeddings brain, wired into MCP end-to-end.

  • Persistent, semantic agent memory
  • Solved arm64-only image by building from source
  • MCP-wired end-to-end (add/search/list/update/delete)
Mem0PostgreSQL / pgvectorDocker ComposeMCPDeepInfra (LLM + embeddings)systemd autostart
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Built & Deployed2026

Obsidian Auto-Learning Loop

A self-owning knowledge system (`oci nightly`)

A nightly, automated pipeline that turns raw captures into a queried, distilled personal knowledge base — capture → distill → curate → memory → git — with catch-up scheduling and secret redaction.

  • Runs daily on a non-24/7 box (anacron-style catch-up)
  • Chains capture → distill → curate → mem0 → git
  • Automated secret redaction in transcript pipelines
Obsidian (Markdown vault)OpenCode agentsMem0git + post-commit hookcron / anacron-style scheduling
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Built & Deployed2026

Self-Hosted Vaultwarden (Password Manager)

A self-hosted Bitwarden-compatible password manager enforced behind HTTPS and a trusted certificate — running in Docker on the LAN with hardened, least-privilege configuration.

  • Self-hosted, Bitwarden-compatible
  • Enforced HTTPS behind a trusted cert
  • Hardened: least-privilege, restricted signup, admin protected
VaultwardenDocker ComposeRocket TLSPrivate local CALinux
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Built & Deployed2026

Idea-Council (`/council`) AI Review Board

Parallel multi-seat critique → one senior-dev verdict

An AI orchestration that reviews an idea through parallel role-defined agents — Critic, Architect, Security, Ops, Domain — and merges them into one senior-dev recommendation.

  • 5 read-only review seats in parallel
  • Merged verdict: risks + stack + MVP + next steps
  • Foolproof, un-mis-invokable spec
OpenCode agentsSub-agent orchestrationMCP / toolingPrompt engineeringMarkdown specs & commands
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Capabilities

Skills

Networking

  • pfSense administration
  • Firewalling & security policy
  • QoS & traffic shaping
  • Multi-WAN load balancing & failover
  • Captive portal
  • LAN / Wi-Fi design & AP deployment

Cloud & AWS

  • AWS Architecture
  • AWS Cloud
  • AWS Core Services
  • AWS Pricing
  • AWS Support

Systems & Databases

  • Linux
  • Docker
  • MariaDB
  • PostgreSQL
  • Nginx
  • Self-hosting

Languages & AI

  • Python
  • LLM API integration
  • RAG pipelines
  • PyTorch
  • MCP / agent tooling

Methodologies

  • PPDIOO product lifecycle
  • ISO/IEC 25010 validation

Career

Experience

Jan 2016 — present

Network & Infrastructure Engineer, Freelance

Nueva Ecija, Philippines

  • High-availability network infrastructure on pfSense for 10+ clients: firewalling, traffic shaping, QoS, multi-WAN load balancing, and automatic failover in production.
  • Optimized bandwidth allocation across client networks, keeping latency low for critical services and throughput consistent under peak load.

2026

AI-Assisted Business Solutions

Applied AI build projects

  • Designed and engineered a tailored, multi-module ERP platform unifying accounting, inventory, finance, HR, and healthcare.
  • Built a retrieval-augmented generation (RAG) assistant that returns grounded answers from a business’s own documents.

Background

Education & Credentials

Central Luzon State University

Bachelor of Science in Information Technology (BSIT) — Major: Network Administration & Infrastructure Engineering

Sept 2023 — 2027

4th-year student specializing in network administration and infrastructure engineering. Capstone: design & deployment of a digital offline learning hub (pfSense captive portal) for Carranglan National High School.

AWS Academy Graduate - Cloud Foundations

AWS Academy — Cloud Foundations · Verifiable badge

Cloud architecture, core services, pricing, and support fundamentals — verified via Credly.

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Contact

Let’s work together

Email

[email protected]

Best for direct enquiries — hiring, projects, and collaborations.

GitHub

@brtSYsad473

Code, builds, and the automation behind my infrastructure practice.

Location

San Jose City, Nueva Ecija, Philippines

Remote-friendly; open to on-site network and infrastructure engagements.