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Hi there 👋 I am Nushrat Humaira

🔭 I am a Ph.D. candidate of Computer Science at School of Computing, Clemson University, USA. My research interest and experience encompass the field of machine learning and data science.

🌱 I am currently working on explainable AI and algorithmic fairness in conjunction with natural disaster support system.

Language and Tools

aws

##📫 Let's connect:

[Linkedin] (https://www.linkedin.com/in/nushrathumaira/)

Nushrat Humaira's Projects

biovec icon biovec

A new approach for representing biological sequences

biovec-1 icon biovec-1

ProtVec can be used in protein interaction predictions, structure prediction, and protein data visualization.

biovec-2 icon biovec-2

Protein classification over sum of protein ngrams vector representation

bwa icon bwa

Burrow-Wheeler Aligner for pairwise alignment between DNA sequences

cs537-1 icon cs537-1

A collection of projects for my CS 537 course - Operating Systems

dna2vec icon dna2vec

dna2vec: Consistent vector representations of variable-length k-mers

example-spark icon example-spark

Spark, Spark Streaming and Spark SQL unit testing strategies

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

file_system_integrity_xv6 icon file_system_integrity_xv6

In this project, you'll be changing the existing xv6 file system to add protection from data corruption. In real storage systems, silent corruption of data is a major concern, and thus many techniques are usually put in place to detect (and recover) from blocks that go bad. Specifically, you'll do three things. First, you'll modify the code to allow the user to create a new type of file that keeps a checksum for every block it points to. Checksums are used by modern storage systems in order to detect silent corruption. Second, you'll have to change the file system to handle reads and writes differently for files with checksums. Specifically, when writing out such a file, you'll have to create a checksum for every block of the file; when reading such a file, you'll have to check and make sure the block still matches the stored checksum, returning an error code (-1) if it doesn't. In this way, your file system will be able to detect corruption! Third, for information purposes, you will also modify the stat() system call to dump some information about the file. Thus, you should write a little program that, given a file name, not only prints out the file's size, etc., but also some information about the file's checksums (details below)

flex icon flex

The Fast Lexical Analyzer

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