Comparator

Compare my projects

Pick two projects and see their real data side by side: what they are, what they're built with, what they actually have running in production and when one is the better read than the other. None of this is invented here: it comes from the same data that feeds each project page.

Project AProject B

Pairs that make sense

	Credit Risk Model	Credit Risk Platform
What it is	Credit-default risk model with rigorous evaluation.	End-to-end MLOps platform for credit-default scoring.
Stack	SCIKIT-LEARN CALIBRATION TABULAR	MLOPS FASTAPI DOCKER MONITORING
Headline metric	Test ROC-AUC 0.779 · 30,000 clients	ROC-AUC 0.78 · cost-based threshold 0.14
Tests	—	—
CI	—	Yes
Docker	—	Yes
API	—	Yes
Monitoring	—	Yes
Links	Code View project	Code View project
When you'd pick this one	Read this one if you want rigorous evaluation with no infrastructure distractions: leakage-free validation, calibration and a cost-based threshold.	Read this one if you want to see what happens to a model after training: how it gets served, versioned and watched in production.

The comparison lives in the URL, so you can share a direct link to a specific pair. If something isn't stated in a project's case study, the cell is left blank instead of being filled in with a guess.

Shall we connect?

Let's talk: feedback, collaboration or an opportunity.

You can write to me about a project, a technical question, to give me feedback, or about an internship or a first junior role. I always reply.

Write to me