Projects

A selection of my recent work in fullstack development, artificial intelligence, and computational science.

Bite-sized Coding

Gamified typing practice for developers on dynamically-fetched snippets from public repos of their chosen language using GitHub API, as well as an on-demand code explanation feature powered by Gemini. Uses a custom React typing interface to simulate typeracer-like experience.

GitHub APIGemini APIRedisSequelizePostgreSQLExpressReduxTailwindReact.js

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Masking-Augmentation on Mel-Spectrogram and MFCC for White-crowned Sparrow Vocalization Variants Classification

A CNN-based audio classification system using Mel-spectrogram and MFCC features for vocalization variants of White-crowned Sparrows. Utilized frequency and time axis masking for data augmentation to achieve 98% F1-Score, outperforming non-augmented models. Presented at ISRITI 2025.

numpypandasSciPyLibrosaKerasTensorflowPython

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