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Work & Career

Twenty years spanning OECD Paris, the European Investment Bank, House of Commons, and founding AI companies — plus what I am actively building right now.

Timeline

Career history

2024 — Present
Coordinator, EO AI & Commercialization Lab
2024 – PresentSTAr — Space Technology Accelerator
  • AI systems combining EO, sensor and engineering data for industrial optimization
  • Technology readiness assessment and research-to-commercialization pathways
  • Physical-world grounding with traceable inference chains and full auditability
EO / Satellite AIIndustrial AISpace Tech
2021 — Present
Director
2021 – PresentEfficient World · Vancouver
  • 35+ analytical reports with transparent methodology for governments and industry
  • AI systems for ESG evidence synthesis at scale
  • Productivity and competitiveness strategies for public sector clients
ESG AnalyticsGovernment AdvisoryAI Research
2019 — 2025 · Acquired
Founder & Head of Product
2019 – 2025 · AcquiredLunge AI · Vancouver
  • Built AI-native enterprise platform operating on 100M+ documents
  • LLM-enabled pipelines parsing unstructured organizational artifacts via NLP/NER
  • AI for priority management, constrained trade-off analysis, evidence-based performance measurement
  • Led architecture, applied ML, enterprise deployment end-to-end from zero to acquisition
LLM PipelinesNLP / NEREnterprise PlatformStartup Exit 2025
2019 — 2020
VP, Data & AI
2019 – 2020SkyHive Technologies · Vancouver
  • Built production ML pipelines using CVs and real-time job-posting data at scale
  • Large-scale skills ontologies and embedding-based representations for labor market intelligence
Skills OntologiesEmbeddingsLabor Market AI
2017 — 2021
Lead Consultant
2017 – 2021European Investment Bank · Luxembourg
  • Designed non-financial performance and impact evaluation frameworks for major development portfolios
  • Authored 12 published studies, methodology handbook, and M&E frameworks
  • Evaluated projects spanning infrastructure, climate, innovation across 30+ countries
Impact EvaluationM&E Frameworks30+ Countries
2016 — 2017
Policy Advisor
2016 – 2017House of Commons of Canada · Ottawa
  • Built actuarial models for a $500B national pension system serving 30M+ Canadians
  • Technical briefs directly to Members of Parliament and Senators
  • Costed major national policy initiatives across fiscal, social, and economic domains
$500B Pension ModelParliamentary AdvisoryActuarial Modelling
2011 — 2013
Senior Administrator
2011 – 2013OECD · Paris, France
  • International STI indicators managing 500+ data series from 26 countries
  • Intangible asset valuation contributions embedded in IFRS and GAAP
  • Micro-data initiatives and productivity measurement frameworks
Intangible AssetsIFRS / GAAPInternational Statistics
Earlier Career
Economist · Engineering Manager · Software Engineer
Pre-2011
  • Conference Board (New York) — Economic outlooks, policy analysis, quantitative modeling
  • Wipro Technologies — Engineering Manager, 200-person teams
  • MindTree — Software Engineer, enterprise platforms
Quick Stats
Total Experience20+ yrs
Organizations8+
Countries30+
Continents4
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Currently Active

What I'm working on now

EO AI Commercialization Lab — STAr
Active

Physical-world grounded AI from satellite EO data for industrial optimization and commercialization.

Progress
65%
Moonshot Zero — Industrial Decarbonization
Ongoing

Expanding AI engine to incorporate real-time sensor data and EO imagery for net-zero pathway identification.

Progress
45%
National Data Spaces — Scientific Expert
Active

Canada's national data infrastructure: interoperability standards, AI-readiness, data governance protocols.

Progress
40%
You 2.0 Book Series — Volumes 4–8
Upcoming

Completing the midlife reinvention series: AI Future-Proofing, Purpose & Legacy, Relationships & Impact.

Progress
30%