I design and operate automation and AI-agent systems for live businesses, backed by an electrical-engineering foundation.
Primary focus
Automation and AI-agent systems
Professional base
Vancouver, British Columbia
Work authorization
Open post-graduate work permit
Systems in production
2 live, operated day to day
Systems
Six systems across production automation, agent governance, and the engineering foundation. Each one states the contribution and the boundary.
SYS-01 · Production automationIndependent
Auretris
Live client workflow
A WhatsApp FAQ and lead-routing automation used in real education-consulting operations and adapted for a second client context.
Contribution
Designed and operate the n8n workflow layer, client routing logic, integrations, and production operating process.
Boundary
Kuanli, the companion CRM, is a customized and operated fork of an open-source project. It is not a CRM authored from scratch. Production workflows and client data remain private.
github.com/Prthm-G/AuretrisBacks: Automation Eng · Solutions Eng · Platform / Infra · Technical PMLayers: L1 · L2 · L3 · L5
SYS-02 · Original orchestration designIndependent
R0-R5 Agent Governance
Published as open skills
A risk-graded operating system that assigns distinct architecture, implementation, and independent-review roles across multiple frontier models.
Contribution
Designed the risk model, role routing, review stages, approval boundaries, custom agents, and supporting skills.
Boundary
This is orchestration and governance IP built on commercial and open agent tools. It is not a claim of authoring the underlying models or runtimes. The bespoke runtime configuration was retired in August 2026 when the practice adopted a community harness; the risk model and skills remain published.
R0Lightest
R1
R2
R3
R4
R5Deepest
Risk grading from R0 to R5. Review stages and approval boundaries are assigned by tier.
Work request › R0-R5 classification › Role routing › Multiple frontier models › Human approval
A three-tier sourcing and application pipeline: compliant job-board APIs, direct web search, and an MCP-driven LinkedIn integration feed a transparent scoring engine, with resumes and cover letters drafted by one model and independently reviewed by a separate tool-disabled pass before rendering.
Contribution
Designed and operate every layer: the source integrations, a weighted keyword-scoring engine with its own automated self-test suite, a review app for generating and tracking applications, and a safety-gated daily commit automation across personal repositories.
Boundary
Sourcing, scoring, and the generation and review pipeline are original design and implementation. The LinkedIn integration is a client for a separate, community-maintained MCP server rather than a scraper built from scratch.
Private repositoryBacks: Automation Eng · Solutions Eng · Platform / InfraLayers: L1 · L2 · L3 · L4 · L5
SYS-06 · Field engineering deliveryEmployed
Fiber and Telecom Delivery
InfiSol, 2024 to 2025
Pathway and routing design, drawing QA, material take-offs, and field coordination for commercial and municipal fiber builds across British Columbia and Alberta.
Contribution
Produced and checked AutoCAD pathway and routing designs for FTTN and FTTH builds, read site surveys and prepared material take-offs, reviewed engineering drawings for errors before release, tracked revisions as designs changed, and coordinated field teams through installation and commissioning.
Boundary
This was coordination, drawing production, and quality assurance inside an engineering firm's delivery process. The claim is design production and QA under Engineer-in-Training standing, not engineer-of-record authority or a sealed design. The projects belonged to the employer and its clients.
Route plan with splice points · AutoCAD · FTTN and FTTH · Site surveys
Site survey › AutoCAD routing design › Drawing QA › Material take-off › Installation and commissioning
Granville-Broadway ICT upgrade
Rural Alberta telecom backbone
Vancouver Island fiber backbone
AutoCAD
FTTN and FTTH
Site surveys
Material take-offs
Revision control
Employer project workBacks: Telecom / EE · Technical PMLayers: Foundation
Trajectory
From electrical engineering to infrastructure delivery, business operations, and an independent automation practice.
2021-2024
Electrical systems
UBC Electrical Engineering
Built the analytical foundation: signals, control, embedded systems, circuits, fabrication, and physical measurement.
FPGA communications
MEMS accelerometer
Embedded control
PCB design
2021-2023 · Design Team Admin and Mechatronics SupportUBC Baja Maintained documentation, timelines, and revision control for a 20-plus-member electrical sub-team.
2024-2025
Infrastructure delivery
Project Coordinator, InfiSol
Moved from modeled systems into field delivery, coordinating telecom design, QA, materials, and installation work.
AutoCAD routing
Drawing QA
Material take-offs
Field coordination
2024-2025 · Project Coordinator, Electrical InfrastructureInfiSol Technical Services, Vancouver Coordinated pathway and routing design, drawing QA, material take-offs, and field delivery for fiber-optic and telecom infrastructure projects.
Current
Business operations
Skeure Education and an Indian NBFC
Gained operating context through two real businesses: client workflows, partner relationships, financial operations, and practical constraints.
Client operations
Partner coordination
P&L exposure
Financial-services context
2024 to now
Automation systems
Independent systems practice
Applied engineering discipline to live workflow automation, self-hosted platforms, and agent systems with explicit review boundaries.
Auretris
Self-hosted CRM
Agent runtime
Cloudflare deployment
2024 to now · Automation and AI Systems, IndependentLive business and client operations Designing and operating production automation, self-hosted platforms, and risk-governed AI-agent delivery workflows.
Current direction
Technical product
Engineering, operations, and product
Bringing technical implementation and operator judgment together for automation engineering and technical product roles.
System scoping
Risk governance
Delivery ownership
MBA in progress
Stack
Capabilities and technical range.
01
Automation systems
Workflow design, integrations, n8n, Python, TypeScript, and client delivery.
02
Agent operations
Multi-agent orchestration, MCP, scheduled runtimes, sandboxes, and review gates.
03
Self-hosted platforms
Docker, PostgreSQL, Supabase, local inference, and Cloudflare infrastructure.
04
Technical product
Scoping, workflow architecture, business operations, partner coordination, and QA.
Automation and agents
n8n
Multi-agent orchestration
Claude Code
MCP
Ollama
Local inference
Software
Python
TypeScript / JavaScript
SQL
FastAPI
Next.js
Playwright
Data and infrastructure
PostgreSQL
Supabase
Docker Compose
Cloudflare
SQLite
Self-hosting
Electrical engineering
MATLAB
Verilog
Embedded C
PCB design
AutoCAD
Signals and control
Product and operations
Technical scoping
Workflow design
Client delivery
Business operations
QA gates
Documentation
L1
Interfaces
WhatsApp · Web · CLI · Scheduled jobs
Where users, clients, or agents enter the operating system.
L2
Orchestration
n8n · Claude · Frontier models
Routing logic, workflow state, model assignment, and human decisions.
L3
Data and services
PostgreSQL · Supabase · MCP · Ollama
Self-hosted operational data, APIs, integrations, and local inference.
L4
Verification
R0-R5 · Playwright · pytest · Human approval
Risk classification, independent review, tests, and release evidence.
L5
Runtime
Docker · Cloudflare · Linux · Cron
The infrastructure that keeps the system reachable and operable.
Pratham Goel
Open to automation, AI tooling and technical product roles