— Writing & Notes —

Blog

Weekly writing on renewable energy systems, AI tooling, agentic coding, and the intersection of engineering and machine learning.

First post coming soon

I'm preparing the first batch of weekly writing on the topics below. Subscribe via LinkedIn or check back shortly. In the meantime, all my published research is available on the Publications page.

Browse publications
— Topics I'll cover —

What to expect

Practical, technical writing — not summaries of other people's work, but lessons from my own.

Renewable Energy

Hybrid system modeling in HOMER & PLEXOS

Practical lessons from designing real microgrids for remote NL communities. Sizing decisions, sensitivity analysis, and what the textbooks don't tell you.

Agentic Coding

Building useful AI agents day-to-day

Custom GPTs that actually save time. Workflows with Claude Code, Codex, and MCP servers. What works, what doesn't, what's overhyped.

AI Training

Writing good rubrics for AI evaluation

Notes from authoring grading rubrics that train and evaluate frontier coding models. What makes a criterion objective, calibrated, and reviewer-proof.

Hydrogen

Canadian H₂ supply chains

Translating the published research into accessible deep-dives — production technologies, transport modes, and what's actually realistic at scale.

CFD & Simulation

ANSYS for renewable energy work

Notes from my master's thesis on tidal turbine foundations. Setting up meshes, choosing turbulence models, and validating results.

Career

Engineer → AI specialist

How I moved from mechanical engineering into AI training, code review, and agentic tooling — without losing the engineering foundation.