ML Researcher | Undergrad · IIEST Shibpur

Machine Learning
Researcher.

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.

Publications Journal

Focus

The comparison goal is practical: identical routes, similar content, different framework ergonomics.

Selected Work

Evolutionary Computation Theory and Applications (IJCCI / ECTA) — 2023

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.

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Open Source

Pandas

Flexible and powerful data analysis and manipulation library for Python.

Repository

PyTorch

Deep learning framework for research code and production prototypes.

Repository

Scikit-learn

Reliable baseline toolkit for classical ML and reproducible experiments.

Repository