Automation and AI-agent systems · Vancouver, BC

Pratham Goel

I design and operate automation and AI-agent systems for live businesses, backed by an electrical-engineering foundation.

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.

WhatsApp › n8n orchestration › FAQ + routing › Kuanli CRM › PostgreSQL

  • Real client operations
  • Multi-tenant deployment
  • Second-client adaptation
  • n8n
  • WhatsApp API
  • Docker
  • PostgreSQL
  • Supabase
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.

Work request › R0-R5 classification › Role routing › Multiple frontier models › Human approval

  • Original risk model
  • Role-specific routing
  • Explicit approval gates
  • Claude Code
  • MCP
  • Bash
  • Markdown
github.com/Prthm-G/claude-foundation-skillsBacks: Automation Eng · Platform / Infra · Technical PMLayers: L1 · L2 · L3 · L4
SYS-03 · Automated software deliveryIndependent

Pantheon Delivery Pipeline

Gated build process

An automated build pipeline that produced working applications through formal security, integrity, concurrency, and accessibility checks.

Contribution

Designed and operate the build-agent pipeline, its three-gate protocol, review criteria, and verification process.

Boundary

The agents produced the application code under the pipeline. The claim is pipeline design and operation, not personally writing every generated line.

Specification › Build agents › Gate review › Verification suite › Release artifact

  • Security checks
  • Race-condition tests
  • Accessibility tests
  • Python
  • Playwright
  • PocketBase
  • FastAPI
  • AI agents
github.com/Prthm-G/animal-rescueBacks: Automation Eng · Platform / Infra · Technical PMLayers: L1 · L2 · L3 · L4
SYS-04 · Engineering foundationAcademic

Electrical Engineering Archive

Public coursework archive

A body of UBC work spanning FPGA communications, embedded control, MEMS, silicon photonics, circuit analysis, PCB design, and instrumentation.

Contribution

Completed and documented the underlying university engineering work across hardware, modeling, embedded software, and laboratory systems.

Boundary

These are academic engineering projects. They demonstrate technical foundation and hands-on breadth rather than commercial production scale.

Physical system › Model + simulation › Embedded control › Measurement › Analysis

  • UBC engineering work
  • Hardware + software
  • Public repositories
  • MATLAB
  • Verilog
  • C
  • Assembly
  • Altium
github.com/Prthm-G?tab=repositoriesBacks: Telecom / EELayers: Foundation
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.

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
0

postings scored

20/20 automated self-tests passing

SYS-05 · Original systems engineeringIndependent

Job-Search Automation Pipeline

Live, in daily use

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.

Tier 1 APIs + web search › Tier 2 LinkedIn (MCP) › Weighted scoring engine › Review + generation app › Draft plus independent review › Always-on agent runtime

  • 6,922 postings scored
  • 20/20 automated self-tests passing
  • Real applications generated end to end
  • Python
  • FastAPI
  • SQLite
  • MCP
  • Playwright
  • Cloudflare Tunnel
Private repositoryBacks: Automation Eng · Solutions Eng · Platform / InfraLayers: L1 · L2 · L3 · L4 · L5

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 Support
UBC 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 Infrastructure
InfiSol 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, Independent
Live 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

Primary focus
Automation and AI-agent systems
Professional base
Vancouver, British Columbia
Work authorization
Open post-graduate work permit, valid to June 2027
  • BASc Electrical Engineering UBC, 2024
  • Engineer-in-Training EGBC
  • MBA Candidate LPU, expected 2027
Discuss a role Discuss a build
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