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....
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
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...
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...
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...
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
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....
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...
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...
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
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 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...
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...
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...
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.