Practice · Proof · Continuous study
The strongest answer to “How technical are you?” is a triangulation: what I have built, the scale at which it operated, and the structured learning that keeps the capability current.
Applied capability matrix
Each capability pairs implementation evidence with the learning record behind it.
Applied across production data stacks
DataCamp: SQL, modern data architectures, governance, ethics, quality, and Power BI
Hands-on implementation and data operations
IBM Python for Data Science (2026) plus ongoing DataCamp Python coursework
Built, published, and actively developing
Google/Kaggle AI Agents Intensive, DeepLearning.AI, IBM/Guayerd 257-hour AI program, and Oracle Generative AI
Credentials · 2024–2026
Formal programs are shown as supporting evidence—not as a substitute for implementation.
IBM / Guayerd
257-hour programIBM
Google / Kaggle
IBM
CDP Institute
IBM
Oracle
The AI Exchange
LinkedIn Learning
Project Management Institute
Coursework and active learning
Ongoing study is organized around data architecture, AI operations, agent evaluation, and the technical systems behind measurable customer outcomes.
LLM Prompting with Gemini · Reasoning with o1 · RAG to Riches
Modern Data Architectures · Data Governance, Ethics & Quality · SQL · Python · Power BI
Scrum Basics & Advanced · Agile User Stories
To be revised around role targets, capability gaps, and build-based proof—not course volume alone.
Academic foundation
University of British Columbia · 1998–2000
Second-year research-assistant work provides an independent academic witness to the program and Max’s contribution to research data collection.
“He was an excellent research assistant in all respects: dependable, hardworking, and always willing to help. He facilitated my data collection efforts and proved to be the perfect assistant.”
Verify current faculty context ↗
Master of Science, Management Information Systems
Completed the two-year M.Sc. program and served as a research assistant during the second year.Strategic Marketing Planning Certificate Program
Bachelor of Science, Marketing
Third-party names and marks identify organizations, platforms, and completed learning only. They do not imply sponsorship or endorsement.
