Aug 2025 · 5 min read
Learning by Shipping: Why Small Projects Matter
Small projects taught me speed, iteration, and the habit of finishing. Shipping them keeps my learning honest and builds momentum.
LearningShippingProjects
Read more →Writing
Notes on building resilient, secure systems.
Drafts and published pieces on fintech, data pipelines, and security lessons from the field.
Sep 2025 · 6 min read
From Coursework to Real Systems
Coursework built foundations, but real systems demanded ownership. That shift changed how I design, debug, and measure success.
SystemsOwnershipEngineering
Read more →Oct 2025 · 5 min read
Why FinTech Keeps Pulling Me In
FinTech sits where data, systems, and human behavior collide. The impact is real, and the engineering bar is high.
FinTechSystemsData
Read more →Nov 2025 · 6 min read
What AI Projects Taught Me About Uncertainty
AI work made me comfortable with ambiguity and more disciplined about evaluation. Accuracy is only part of the story.
AIMLUncertainty
Read more →Dec 2025 · 5 min read
Systems Thinking Changed How I Write Code
Learning networking, concurrency, and deployment pushed me to think about reliability, failure modes, and downstream effects.
SystemsReliabilityEngineering
Read more →Jan 2026 · 4 min read
Explainability Is a Design Habit
If I cannot explain a system simply, I probably do not understand it well enough. Clarity is a quality check.
ExplainabilityDesignClarity
Read more →Feb 2026 · 4 min read
Building in Public as a Learning Strategy
Sharing unfinished work created accountability and feedback loops that sped up my learning and made progress visible.
LearningCommunityProcess
Read more →Mar 2026 · 5 min read
How Projects Shape Career Direction
Projects act like experiments that reveal what I want to build next. Patterns show up when you keep shipping.
CareerProjectsDirection
Read more →