Machine Learning15/10/2026
Building a Contextual Policy Ranker
What I learned while building a compact listwise policy ranker in PyTorch.
5 min readRead ->
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Blogs
Machine Learning02/10/2026
Why Listwise Learning Fits Ranking Problems
A practical look at choosing a listwise objective when the order of predictions matters.
4 min readRead ->
Engineering18/08/2026
Designing Reliable API Boundaries
A few principles for keeping API contracts predictable as a product grows.
6 min readRead ->
Engineering09/07/2026
Shipping Small Systems with Confidence
How focused scope, measurable behavior, and fast feedback improve delivery.
5 min readRead ->