ML and backend engineering — content safety, retrieval, and evaluation. Projects, write-ups, and results.https://srijan-ratrey.sr5.workers.dev/https://srijan-ratrey.sr5.workers.dev/blog/multi-label-content-classification/https://srijan-ratrey.sr5.workers.dev/blog/multi-label-content-classification/Fine-tuning DistilBERT for multi-label policy classification on the Jigsaw toxic comment data — and why choosing the metric mattered more than tuning the model.Wed, 29 Jul 2026 00:00:00 GMT