RESEARCH & OPEN SOURCE

Research Work, Publications and Open Source Contributions

Research work has always been a passion of mine. I have published research papers, continously contributing with my research work in open source community and working to bring new innovations, advanced techonologies powered with AI and IoT to world.

Research Areas and Publications

Research Article · Sep 2020

Predictions of coronavirus COVID-19 distinct cases in Pakistan through an artificial neural network

This study presents the main motivation to investigate the COVID-19 pandemic, a major threat to the whole world from the day when it first emerged in China city of Wuhan....

Artificial Neural NetworkCOVID-19Time SeriesForecastingDatasetPakistanPandemic
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Research Article · Aug 2020

Wavelet Neural Networking on Water Treatment Model

In this research work, an intellectual and computational approach will be designed in order to obtain the numerical solution of a water quality model known as one-dimensional advection diffusion equation...

MATLABNeural ComputingComputational MathematicsPartial Differential EquationsWavelet Function

Blog Article · May 2021

How to Create a Custom Deep Learning Model Using TensorFlow 2.x

From a long time, I was thinking to write an article in my leisure time about how to create a custom deep learning model (DNN) or artificial neural network using...

PythonTensorFlowDeep LearningArtificial Neural NetworkCustom Loss Function
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Blog Article · Aug 2020

AI Movies Recommendation System Based on K-Means Clustering Algorithm

In this article, we’ll build an artificial intelligence movies recommendation system by using k-means algorithm which is a clustering algorithm. We’ll recommend movies to users which are more relevant to...

PythonK-Means ClusteringEnchanced Elbow MethodMovies RecommendationArtificial IntelligenceMachine LearningScikit-LearnPandas
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Blog Article · Oct 2020

Deploying Flask App with WSGI and Apache Server on Ubuntu 20.04

Flask app is a popular framework for developing minimal apps or often creating restful APIs. In this article I’m going to discuss about how to deploy a flask app using...

FlaskWSGIApache ServerUbuntu 20.04DeploymentDevOps
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Blog Article · Oct 2020

Working with Pandas DataFrame

Pandas is a python programming language library which is very useful for playing with data, doing very complex queries over tables, getting useful data, data filtering etc. This library helps...

PythonPandasDataFrameSeriesData MiningData EngineeringData Science
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Open Source Contributions

Socket-IO with Runpod Serverless(Dec 2024)

This repository contains the code and pipeline required to run a Socket.IO server on Runpod.io’s serverless infrastructure. Since Runpod’s serverless platform is primarily designed for running AI models on GPUs...

PythonSocket.IORunpodServerlessGPUsAI Real-time CommunicationGPU On-DemandAuto ScallingConversational AI
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Super Resolution - Enhanced Version of Real-ESRGAN(April 2023)

This is the Super-Resolution ESRGAN model. We have made significant modifications to the code to enhance its capabilities in upscaling images up to 32 times their original resolution of 512x512....

AI/MLGANsSuper ResolutionRealESRGANRu-DalleHuggingFaceComputer Vision
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Augmento: An Image Augmentation Library(Feb 2023)

Augmento is a Python library that provides a collection of image augmentation techniques for machine learning applications. It offers a wide range of augmentation functions that can help improve the...

PythonAI/MLComputer VisionImage ProcessingAugmentationsOpenCVAugmentoImage Transformations
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Object Detectors - Computer Vision(Jul 2022)

This is an open source respository which provides the Tensorflow-Lite models of original versions of Google AutoML models class Efficient-Dets. Repository contains the already converted TF-Lite version of Efficient-Det models...

Object DetectionComputer VisionTensorflow LiteGoogle AutoMLEfficient-DetAI/ML
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BenchmarkMyAI: Deep Learning Models Benchmarks(July 2021)

A Machine learning model Benchmarking library that aims to compare performance and estimate the run time of state-of-art algorithms and models. A huge library of models encompassing computer vision, natural...

PythonAI/MLComputer VisionNatural Language ProcessingBenchmarkingTensorFlowPyTorchHuggingFaceWeights and Biases
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Predictions of COVID 19 in Pakistan(Sep 2020)

This is a repository which contained the code of research publication on analysis of COVID-19 cases in Pakistan. To read the research paper in complete, please look at the Research...

AI/MLPythonTime SeriesForecastingJupyter
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AI Movies Recommendation System K-Means Clustering(Aug 2020)

This is repository for a project of AI movies recommendation system based on k-means clustering algorithm with Flask-RESTFUL APIs. You can also download Jupyter Notebook AI Movies Recommendation System Based...

PythonFlask-RestfulRecommendation EngineK-Means ClusteringAI/MLJupyter
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Matlab-Multiple-Optimization-Run(May 2020)

A function provided for MATLAB optim tool solvers to run multiple times with very huge options to calculate approximated solution of problems and absolute and residual errors etc with a...

MATLABOptimizerModel TrainingApproximatorHybridization
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ELTA - Do Less Get More(Dec 2017)

Responsive mobile first HTML framework based on JQuery and CSS. Having a lot features, responsive grid system, reduces a lot CSS work, completely custom. Now we can store data in...

FrameworkCSSJavaScriptHTMLMobile First Responsive
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Verify Email and Passwords Formats(Nov 2017)

It is plugin for email and password validation. It offers a lightweight JavaScript plugin designed to simplify client-side validation for email and password fields in web forms.

JavaScriptHTMLValidator
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