Learn
01I study a topic until I can clearly explain it.
Learn Build Teach
If I can't explain it, I haven't learned it. This is where I do both.
This portfolio is my proof-of-learning system. Every topic starts with study, reinforced through a project or demo, and is solidified by teaching it.
Why This Exists
This portfolio exists to solidify, test, and prove my understanding of the topics I'm learning.
I believe true understanding comes from being able to teach something clearly. This site is where I validate that, and document my progress along the way.
Learn Build Teach
The loop behind the portfolio
Build
02I reinforce it by building a project or working through a demo.
Teach
03I explain the topic at the depth of my understanding through a teaching video.
Focus Areas
Topics I'm currently learning
AI/ML
LLM workflows, model intuition, evaluations, prompting, and applied machine learning systems.
Cloud
Infrastructure, deployment patterns, backend architecture, and platform tradeoffs.
Data
Pipelines, analytics, warehousing, experimentation data, and distributed data ideas.
Featured Videos
Recent teaching explanations
Featured Projects
Builds that reinforce the concepts
Insights
Notes, reflections, and technical breakdowns
April 22, 2026
Is Programming Knowledge Still Important?