Open to engineering & technical operations roles

Hey, I'm Victor David.

Reliable systems.
Less busywork.

I build reliable systems and automate the work around them. My background connects infrastructure, cloud, and networks with practical software and AI.

Explore my work Download résumé

LinkedIn ↗GitHub ↗Let's talk ↗

Built on operational experience

Aviation / Public safety / Healthcare / Consulting

01 / Selected engineering

From the problem
to the working system.

Two open-source projects that show how I connect software, operational thinking, and human oversight.

A / AEGISArchitecture study

Operations dashboard

RuntimePolicy layerMCP hub

Postgres + pgvector / Local models

A workspace for agents.
A clear view for people.

01 / Agent infrastructure · Alpha

Aegis Agent OS

A self-hosted foundation for running AI agents with task tracking, policy checks, local model routing, and audit trails.

The problem: Agent operations need visibility, approval boundaries, and a shared record of what happened.
The approach: Connect the dashboard, runtime, policies, and integrations around persistent tasks and observable events.

TypeScript / Next.js / Docker / PostgreSQL

Read the case study Source ↗

P / PROCUREMENTFixture walkthrough

INV-1001$325.00

Vendor controlsPassed

Purchase orderMatched

Approval limitWithin $750

Validate first.
Keep a person in control.

02 / Enterprise automation · Testnet prototype

Procurement agent

An invoice validation workflow that checks vendor compliance, purchase orders, and spending limits before preparing an approval plan.

The problem: Automating a financial workflow requires explicit business rules before any action is proposed.
The approach: A custom ERP validation plugin with explainable blocking reasons and a human review step.

TypeScript / Hedera Agent Kit / ERP validation

Try the walkthrough Source ↗

More things I've built.

04 / Projects

Infrastructure / New portfolio project

Ops Triage

A dependency-free Python CLI that groups operational alerts, escalates priorities, and writes incident briefs with evidence and suggested checks.

Python / JSON / Rule-based triage

See the sample run ↗Source ↗

Data pipelines / Operational demo

OpsFlow Signal

A CSV-to-action pipeline that validates operational data, scores inventory, endpoint, and security risks, and produces remediation and agent handoffs.

Python / CSV / Data validation

Source ↗

Agent workflows / Fixture demo

Signal Cartographer

A reproducible research workflow that discovers a tool chain, runs three service adapters, and produces an operator brief with a receipt ledger.

JavaScript / Workflow adapters / Receipts

Open the demo ↗Source ↗

CRM automation / Build + demo designs

GoHighLevel workflows

A reply-routing offer workflow alongside proposed lead follow-up, appointment, and onboarding journeys, with diagrams and exception handling.

GoHighLevel / SMS / CRM workflow design

Source ↗

Behind the software

Experience where reliability matters.

At Searidge Technologies, I worked across networks, systems, monitoring, and incident support for aviation operations. At Ottawa Police Service, I supported secure deployments and used PowerShell and Bash to make rollout procedures repeatable.

See my experience ↘

02 / My toolkit