Projects I'm Currently Working on

MGU-V

MGU-V is a deep learning-based framework for generating Lo-Fi music using a hybrid approach combining Long Short-Term Memory (LSTM) networks and Variational Autoencoders (VAEs). This model is capable of producing high-quality music by learning from a curated MIDI dataset

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SWIFT

Tailored Autoregression using Semantic Word Insight for Transformers for single-label semantic classification on the combined dataset of BBC All Time and Reuters News.

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VIPER

This repository contains the official reference implementation for the paper: Variational Inference for Pattern Extraction and Recognition in Genome Sequences using State Space Models for Cancer Detection

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DRIVE

A lightweight, USB-bootable operating system designed for system diagnostics, file recovery, and hardware troubleshooting.

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sRELU

SReLU (Smooth Rectified Linear Unit) is an activation function designed to improve deep learning model performance by providing smooth, differentiable gradients across both positive and negative input domains.

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Podcast Maker

A personal Backend Tool developed during a 2024 Hackathon to generate Podcasts from text and audio files.

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NeuroCache

A work in progress Tauri application as an end to end solution for research. Aiming to replace the entire pipeline from Google Scholar to Overleaf, with collaborative features.

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UltraBoost

A python library for pytorch to automatically test and optimize the hyperparameters of a model.

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Website

The work in progress Repo building this website

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Software Projects I'm currently following