Anurag builds things

Anurag builds things

Projects, experiments, and systems built in public.

Self-Supervised Learning

self-supervised-learning
representation-learning
fundamentals

Core intuition behind self-supervised learning: why it works, when to use it, and how it connects to real systems.

Mar 2026

Learning Representations Without Labels (SimCLR)

self-supervised-learning
contrastive-learning
computer-vision

Implementing SimCLR from scratch to learn visual representations without labels using contrastive learning on CIFAR-10.

Mar 2026

Why Augmentations Matter in Contrastive Learning

self-supervised-learning
contrastive-learning
augmentations

Testing how different augmentation strategies affect representation quality in SimCLR-style contrastive learning.

Mar 2026
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