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amruthapatil

A Repository for my public profile ✨

amruthapatil.github.io

Portfolio

aws-exponentiation

Exponentiation with Amazon AWS

gooscilloscope

Sinusoidal Wave Generation Using Go

gowebserver

Docker-based setup for a Go web server that integrates with Apache Kafka for message queuing and Redis for data storage

ml_lab_ecsc_306

LabExample

modifiedresnet

Deep learning mini project

nyu-backdoor-attacks

This repository contains the implementation and results of the 'Backdoor Attacks'. It focuses on understanding and defending against backdoor attacks in machine learning models, a critical aspect of cybersecurity.

nyu-chatbot

Creating simple chatbot using movie scripts from the Cornell Movie Dialogs Corpus based on the PyTorch Chatbot Tutorial.

nyu-cudaconvolution

Implementing convolution operations on an image using CUDA, exploiting different methodologies - basic, tiled, and cuDNN

nyu-cudamatrixoperations

Optimizing CUDA programs for vector addition and matrix multiplication

nyu-cudaunifiedmemory

Utilization of CUDA Unified Memory to perform vector addition operations on CPU and GPU

nyu-dataloaderoptimization

Explore PyTorch Dataloader, profiling machine learning training workloads and optimizing system performance

nyu-deep-learning

This repository contains the projects done as a part of New York University's course Deep Learning

nyu-fightfakenews

This project aims to identify trending news stories and tackle the challenge of fake news by applying sophisticated machine-learning techniques to the news articles dataset.

nyu-hpml-mrl

Final Project of NYU's High Performance Machine Learning Course

nyu-justbreathe

This project implements a prototype of an embedded system that can determine if a person has stopped breathing for more than 10 seconds, triggering an alert. It is designed to address the need for real-time monitoring of infants to prevent Sudden Infant Death Syndrome (SIDS).

nyu-microbenchmark

Investigates the performance of computing the dot product in C and Python, using various implementations and optimizations.

nyu-rv32isimulator

This project simulates an RV32I processor in Python, focusing on understanding the fundamental operations and stages of instruction processing.

nyu-systems-engineering

This repository contains detailed analysis and a project related to various aspects of systems engineering.

oop-with-java

Repository for OOP with Java course - KLE Technological University

open-cykg

strengthening-deep-neural-network-defenses-against-data-poisoning-and-backdoor-attacks

This project proposes a two-fold strategy combining Fine-Pruning and STRong Intentional Perturbation (STRIP) to address the susceptibility of DNNs to trojan attacks.