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Hi there ๐Ÿ‘‹

  • ๐Ÿ”ญ Iโ€™m currently researching Distributed Computing & also developing some libraries to implement RAFT consensus algorithm.
  • ๐Ÿค” Iโ€™m looking to do collaborative research in Systems(Distributed Computing, OS, Algorithms )
  • ๐Ÿ“ซ How to reach me: [email protected]
  • ๐Ÿ˜„ Pronouns: He/His

Saad Hussain's Projects

bert-for-sentiment-prediction icon bert-for-sentiment-prediction

Used BERT model with fine tuning it with one additional output layer for the sentiment prediction. This model takes some sequence as an input, it then looks left and right several times (perform computation based on conditional probabilities) and returns the sentiment of the input sentence. Training was done for 5 epochs to achieve the accuracy of 84%. The model is also served using pythonโ€™s flask API.

cppbestpractices icon cppbestpractices

Collaborative Collection of C++ Best Practices. This online resource is part of Jason Turner's collection of C++ Best Practices resources. See README.md for more information.

customer-analytics- icon customer-analytics-

Segmentation of customers using unsupervised learning algorithms and applying deep learning model for future prediction about most fruitful segment of customers.

deep-learning- icon deep-learning-

This repo contains the code that I wrote while reading the book "Deep learning with Python" by Franรงois Chollet. The code may contain minor changes such as different hyperparameters because I was playing with the code at the time of learning.

defaulter-classification icon defaulter-classification

I am interested in predicting whether an individual will default on his or her credit card payment, on the basis of annual income and monthly credit card balance. First I will use Logistic regression with 1 feature only (balance) and then multiple logistic regression with 2 features (balance and income).

distributed-algorithms icon distributed-algorithms

Implementations of the Algorithms from the text Introduction to Reliable & Secure Distributed Programming. This repo also contain experimental code that documents my distributed computing learning journey.

distributed-p2p-membership-protocol icon distributed-p2p-membership-protocol

Implementation of a distributed membership protocol designed to detect node join, failure, and leave events accurately and completely within a peer-to-peer network.

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

fastai-ml1 icon fastai-ml1

The fastai deep learning library, plus lessons and and tutorials

go_microservices icon go_microservices

Source code of the LinkedIn learning course Build a Microservice with Go

haar-cascade icon haar-cascade

Face detection by Fourier transforms of filters, edge detection in OpenCV.

intermediate-cpp icon intermediate-cpp

This repo contains the source code of my video series on c++ programming.

learning-directory icon learning-directory

The outcome of this project will be a web app called Learning Log that will allow users to log the stuff they study and keep track of it as they learn about it. The home page will invite users to either register or log in. Once logged in, a user will be able to create new topics, add entries and edit already existing entries.

logcabin icon logcabin

LogCabin is a distributed storage system built on Raft that provides a small amount of highly replicated, consistent storage. It is a reliable place for other distributed systems to store their core metadata and is helpful in solving cluster management issues.

loxpp icon loxpp

C++ implementation of lox, a dynamically-typed, interpreted programming language

miniraft-cpp icon miniraft-cpp

Raft Consensus Algorithm. Uses in-house C++20 coroutines-based library for communications. Tested with unit-tests.

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