Writing
A home for how I think, build, and explain
This hub gathers my essays, data stories, tutorials, and long-form series. If you want to understand how I approach problems, this is the clearest trail: warm, rigorous, and grounded in real systems.
🧠 Essays & Perspectives
Essays and personal perspectives that connect cognitive science to data systems, AI, and interface design. Why this matters: these pieces reveal the mental models guiding every build.
Vision, Perception, and Data Viz for Decision-Making
Designing charts for attention, working memory, and faster decisions.
Bees, Graphs, and Governance
Why knowledge systems work better when they mirror how people connect ideas.
RAG Without the Theater
Evidence-linked retrieval patterns you can defend and operationalize.
📊 Data Narratives
Narrative, visual walkthroughs of real datasets and builds. Why this matters: each story makes the reasoning behind the work visible and repeatable.
The Choco Effect: Workout Data & Habit Shifts
A long-form story about consistency, data cleaning, and the dog that changed everything.
Becoming a Backyard Beekeeper
Metadata chaos becomes a structured system with computer vision and graph logic.
Knowledge Cartography
Mapping academic citations with graph neural networks and story-first analysis.
🧪 Notes & Experiments
Hands-on guides, experiments, and build notes that show the mechanics behind the work. Why this matters: it captures the learning path, not just the polished result.
DIY Stock Ticker: Dash vs. Flask vs. Streamlit
Build the same app three ways to compare trade-offs and developer experience.
GitHub Actions for Jekyll
Automate deployments so your writing ships without manual friction.
AWS CCP Certification
A practical study path with takeaways for cloud strategy and vocabulary.
📚 Series
Multi-part deep dives that show end-to-end systems thinking. Why this matters: you can follow the full arc from first principles to shipped systems.
Make Your Own Website
From zero to published, with a clear explanation of how Jekyll works.
Sensor Fleet: IoT Temperature Monitoring
Arduino sensors, MQTT, pipelines, and visualization in a cohesive build.
Taming Mermaid Diagrams
How to keep technical diagrams maintainable across large projects.
🧭 Quick paths
New here? These routes help you pick a path that matches your goal.
Start Here
A curated tour of the highest-signal writing across formats.
Begin the tour →Explore by Topic
Browse cognitive science, AI governance, data viz, and infrastructure clusters.
Browse topics →See the Builds
Projects that show how the writing turns into real systems.
Browse projects →