Orchestrating Complex Projects.
Accelerating Delivery with AI & Vibe Coding.
I am Gurbaj Singh — an Operations Leader and Technical Project Manager based in British Columbia. I combine 5+ years of operational execution and Agile governance with modern AI Prompt Engineering and rapid Vibe Coding workflows to ship robust software and optimize workflows.
AI Prompt Engineering & Vibe Coding
Bridging technical product strategy with AI-driven velocity to turn natural language specifications into production web apps.
1. Systematic Prompt Craft
Writing precise, constraint-driven system directives. Deconstructing complex user stories into actionable domain models, state boundaries, and strict accessibility criteria.
2. Vibe Coding Flow
Co-creating with frontier LLMs (Claude 3.7, Gemini 2.0, Cursor). Accelerating frontend and backend implementation through rapid feedback loops and iterative state handling.
3. Engineering & PM Rigor
Enforcing production standards: WCAG AA contrast, clean responsive layouts, robust error states, and zero-slop UI design systems before final deployment.
Live Prompt Architecture Simulator
"Act as a Principal Technical Project Manager & Frontend Engineer. Architect a reactive Sprint Velocity & Task Burndown dashboard. Implement live velocity recalculation, capacity alert triggers, ticket priority triage, and zero-latency local state persistence."
Technical Project Management
Applying Lean operations, risk governance, and Agile methodologies to guide cross-functional teams toward predictable delivery.
Sprint Governance
Sprint planning, daily unblocking, backlog grooming, and velocity tracking to safeguard team focus.
Cross-Functional Bridge
Translating high-level business goals into crisp engineering specs with unambiguous acceptance criteria.
Scope & Risk Control
Early threat modeling, critical path dependency tracking, and scope-creep containment.
Process Automation
Eliminating repetitive manual bottlenecks through automated dashboards, SQL queries, and AI assistants.
End-to-End Delivery Flow
Define OKRs, KPIs, and user stories with clear technical feasibility benchmarks.
Deconstruct epics into tickets, map dependencies, and allocate team capacity.
Rapid MVP iteration, daily blocker triage, AI-assisted development, and QA.
Rollout to production, monitor SLAs, and synthesize retrospective insights.
Featured Projects & Vibe Builds
PromptCraft: Natural Language to Web Application Studio
Engineered prompt architecture framework transforming human natural language requirements into fully structured, accessible single-page web applications with zero generic boilerplate.
OpsFlow: Technical Sprint & Capacity Orchestrator
Agile sprint planning and resource allocation system designed for high-paced operational and software engineering teams, featuring blocker triage and risk mitigation workflows.
Asset Intelligence: Real-Time Facility Computer Vision
Automated asset tracking system utilizing computer vision to log facility logistics, reducing physical audit hours and streamlining facility compliance audits.
The Invisible Worker: Cinematic Documentary Series
High-contrast portrait documentary series capturing the dedication of operations teams and facility crews in British Columbia, cultivating design empathy and human-centered thinking.
Skills & Technical Stack
A disciplined fusion of technical project management, prompt engineering, and operational systems.
- Agile & Scrum Delivery Expert
- Sprint Planning & Backlog Lead
- Stakeholder Alignment Fluent
- Risk & SLA Governance Core
- Prompt Architecture Advanced
- Cursor & Claude Co-Creation Daily
- Full-Stack TS / React / Tailwind Proficient
- Rapid Prototyping & MVPs High-Speed
- Facility Operations Leadership 5+ Yrs
- SQL Analytics & Reporting Proficient
- CompTIA Network+ (In Progress) Active
- Linux & Network Telemetry Hands-on
Professional Experience
A career grounded in high-stakes operational execution, continuous technical upskilling, and modern AI builder workflows.
Operations Manager
Directing multidisciplinary teams to ensure 99.9% operational reliability across facility workflows. Led the transformation of legacy paper-based tracking into modern digital reporting systems, standardizing SOPs and ensuring strict safety protocols.
AI Prompt Engineer & Vibe Coding Builder
Pioneering prompt engineering pipelines and vibe coding methodologies to rapidly design, scaffold, and deploy full-stack web applications. Mastering LLM context window management and modern TypeScript/React ecosystems.
Technical Project Management & Network Architecture
Active hands-on lab practice: enterprise network topology design, packet capture analysis with Wireshark, Linux system hardening, and Agile project governance framework certification.
Connect & Collaborate
Available for Technical Project Management roles, AI & Vibe Coding initiatives, and strategic consulting.
Let's build something exceptional together.
Whether you're looking for a disciplined Technical Project Manager, exploring AI-assisted product development, or looking to discuss an upcoming venture, I respond within 24 hours.