Blog posts

2026

Building a Music Genre Classifier That Actually Understands Sound

6 minute read

Published:

After 18 years of pursuing music, I’ve developed an ear for what makes genres distinct. It’s not just the obvious markers—tempo, instrumentation, vocal style. It’s the subtle stuff: the way tension builds in a Carnatic raga versus a jazz standard, the textural differences between layered synthesizers in electronic music versus acoustic instruments in folk, the non-linear patterns that define a sound but resist simple categorization.

Treating Goals Like Sprints: An Agile Approach to 2026

9 minute read

Published:

January is a fascinating time of year. Coffee shops fill with people journaling their dreams, gym parking lots overflow with fresh determination, and social media buzzes with declarations of transformation. There’s something genuinely hopeful about it—this collective belief that a new calendar year means a clean slate, a chance to finally become the person we’ve been meaning to be.

2025

Inter-Subject Correlation Analysis in Music-Induced EEG Responses

16 minute read

Published:

An exploration of neural synchronization patterns in participants with varying levels of agreement on musical preferences, conducted as part of an independent study with the IIIT-H Music Cognition Group with the support and guidance of Prof. Vinoo Alluri.