Strategy · Compliance · Execution
From market signal to production system.
Strategy, market intelligence, and regulated-compliance analysis — carried through to audited, AI‑orchestrated software delivery.
Most analysts stop at the recommendation.
This practice carries it to production.
Two disciplines, one operator. On one side — a strategy and market-intelligence analyst at a carbon-fiber composites and additive-manufacturing startup, owner of the company's market-entry research program across defense, aerospace, and medical domains: competitive intelligence, business cases, feasibility and ROI, scenario-based forecasting, go/no-go recommendations delivered straight to leadership.
On the other — an AI-orchestrated builder who independently shipped an audited, tested, compliance-hardened production system by directing AI coding agents end to end, owning every architecture, security, and design decision.
The scarce combination
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a
AI-orchestrated software delivery
Directing coding agents to ship real, audited production systems — solo.
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b
Regulated-compliance ownership
ISO 9001 : 2015 documentation & planning; Controlled Goods security plan — authored, audited, designation approved.
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c
Full-lifecycle market-entry analysis
Intelligence → business case → forecast → go/no-go, across three regulated industries.
The ground beneath it Mechanical Engineering degree — drawings to welded prototype — plus a postgraduate diploma in Data Analytics for Business. An engineer's ground, an analyst's lens.
Practice Areas
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01
Market Entry & Competitive Intelligence
Full-lifecycle opportunity evaluation: domain and regulatory research, market sizing, competitor mapping, business cases, feasibility & ROI modeling, scenario-based forecasting, and the go/no-go call.
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02
Regulated Compliance & Quality Systems
ISO 9001 : 2015 quality-system documentation and planning, owned end to end. Author of a Controlled Goods Program security plan under the Defence Production Act — audit passed, designation approved.
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03
AI-Orchestrated Software Delivery
Production systems shipped by directing AI coding agents through spec → plan → test → review → verify workflows — with ownership of architecture, security posture, code review, and deployment.
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04
Business Intelligence & Analytics
Marketing and SEO performance dashboards in Google Analytics and Tag Manager; Power BI and Tableau reporting; Excel scoring models and forecasts that feed real decisions.
Mosport Karting Centre — affiliated entity · delivered solo, inside the strategy-analyst role
Karting Operations
Platform
A vague "automate a few workflows" ask, re-scoped through multi-method discovery — a stakeholder questionnaire, a 5,378-row booking-data audit that surfaced ~30% duplicates, and a 75-minute live software walkthrough — into a phased delivery plan. When the incumbent timing software proved to expose no API, the integration was re-architected on the spot around a resilient CSV file-drop design.
Phase one shipped a live, hands-off 18-node automation converting daily booking exports into race-ready, weight-class-grouped rosters. Phase two shipped a single-tenant SaaS — Next.js 16, React 19, Supabase/Postgres — in spec-driven increments behind a CI-gated pipeline, with a classification engine implemented twice and held byte-for-byte identical by an 11-fixture parity gate.
Security & governance posture
- Deny-by-default, FORCE-enabled Postgres row-level security on every table — CI-asserted
- PIPEDA Schedule-1 compliance mapping, benchmarked against COPPA for minors' data
- Fail-closed data-minimization control — hard-fails on schema drift before PII enters the app
- Canadian data residency (ca-central-1) for ~695 real member records
- Deterministic replay to zero unadjudicated diffs before legacy cutover
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Discovery
Data audit, forms catalog, live walkthrough — vague ask re-scoped into a phased plan.
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Live Automation
18-node workflow, hands-off in production since May 2026 on real daily data.
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Production SaaS
Spec-driven increments behind a CI-gated pipeline; parity-tested classification engine.
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Audited Cutover
Privacy/RLS audit — 15 findings, 0 blocking — then full-corpus replay to zero unadjudicated diffs.
"I architected, directed, reviewed, and owned a production system — an AI coding agent wrote most of the code under my direction and gating."
The delivery mode — and the differentiator.
Next.js 16 · React 19 · TypeScript · Supabase / Postgres · Row-Level Security · Tailwind v4 · n8n · CI/CD · Vitest · Playwright
Selected Work
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Multi-Domain Market-Entry Research Program
Three industries, five named sub-domains — from cranial-orthosis helmets to tactical low-cost drones. Decision-ready business cases, forecasts, and go/no-go recommendations to leadership.
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Controlled Goods Program Security Plan
Authored the company's full security plan under the Defence Production Act — safeguarding, personnel security, access control, IT security. Audit passed; designation approved.
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ISO 9001 : 2015 Quality Management System
All document generation, templates, and workflow planning built from scratch — including selection of the software stack running the quality program. Implementation underway.
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DND Low-Cost Drone Challenge — Round-One Winner
Technical research and project coordination on the manufacturing-partner entry (with Forward Robotics as primary applicant) that won round one of the DND IDEAs challenge.
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Marketing & SEO Performance Analytics
Built and managed the company's Google Analytics + Tag Manager dashboards — traffic, engagement, campaign and SEO KPIs — alongside Power BI and Tableau business reporting.
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Wheelchair Power-Assist Module — Capstone
Designed and fabricated a clamp-on module converting a manual wheelchair to electric drive — engineering drawings through welded, working prototype.
Credentials
Education
Postgraduate Diploma — Data Analytics for Business
St. Clair College · Ontario, Canada · 2023 — 2025
BEng — Mechanical Engineering
Muffakham Jah College of Engineering & Technology · 2019 — 2023
Certifications
CAPM® — Certified Associate in Project Management
Project Management Institute
Google Data Analytics Certificate
Google · Coursera
Instruments
Excel / Power BI / Tableau / Google Analytics + GTM / Python / SQL / ClickUp / Miro / n8n / Claude Code & AI agent orchestration
Let's talk.
Open to conversations across strategy, market intelligence, compliance, technical program delivery, and applied-AI roles.
Vaughan · Greater Toronto Area · Ontario, Canada