Articles

Writings related to research and projects that I have worked on.

This archive keeps concise notes on adaptation, data work, and interface decisions for AI-facing products, with content managed as structured records alongside the rest of the portfolio data.

Medium

April 26, 2026

Can RNNs See? Patch-wise Recurrent Models for Image Classification

Perform image classification tasks using models with sequential architecture.

Recurrent Neural NetworkImage ClassificationPatch-wise ProcessingPositional Encoding

Read article

April 11, 2026

NH-LoRA: Future-Aware Structural Expansion of Low-Rank Adapters for Rehearsal-Free Class-Incremental Learning

A future-aware continual learning method that treats LoRA capacity as a structural decision, not a fixed adapter budget.

LoRAContinual LearningComputer VisionCIL

Read article