Research at a glance
The comparison goal is practical: identical routes, similar content, different framework ergonomics.
Nested routes Markdown collections Static export
Astro Preview Content collections + editorial portfolio layout
Modern content-first portfolio
Aritra Bandyopadhyay
ML Researcher | Undergrad · IIEST Shibpur
I work across mechanistic interpretability, computer vision, and information retrieval. In this Astro version, the site leans into the fast, editorial, markdown-driven style that shows up in many modern personal portfolios.
Featured publication
Differential Evolution Algorithm Based Hyper-Parameter Selection of Convolutional Neural Networks for Speech Command Recognition
An evolutionary search approach for CNN hyper-parameters in speech command recognition.
Projects
Pandas
Flexible and powerful data analysis and manipulation library for Python.
PyTorch
Deep learning framework for research code and production prototypes.
Scikit-learn
Reliable baseline toolkit for classical ML and reproducible experiments.
Recent writing
Come back later
A placeholder notebook-style post for future language model notes.