Ahmad-Ali-Rafique
👋 Ahmad Ali here! Artificial Intelligence | Machine Learning Engineer 🤖 | Data Analytics Specialist | Data Visualization Expert 📊 | AI Systems Developer
Lahore
Pinned Repositories
Adult-Income-Dataset
This repository contains a Jupyter Notebook exploring the adult income dataset. The notebook performs Exploratory Data Analysis (EDA), including visualizations with charts and graphs. Additionally, it implements various classification models to predict income and analyzes their accuracy.
Ahmad-Ali-Rafique
Config files for my GitHub profile.
AI-Chatbot
An interactive AI chatbot using Streamlit and Google Gemini API. This project showcases a user-friendly interface for interacting with a generative AI model.
Comment-Generation-Tool
This repository hosts a Jupyter Notebook-based Comment Generation Tool exploring advanced NLP techniques for automated, contextually relevant comment generation from input data. Ideal for developers and researchers in NLP and automated text generation.
Handwritten-Digit-Recognition-MNIST
This project demonstrates a complete pipeline for recognizing handwritten digits using the MNIST dataset. The project is implemented in Python using Jupyter Notebook, and it covers data loading, preprocessing, model training, and performance evaluation of a Fully Connected Neural Network (FCNN).
Heart-Disease-Detection-Model
A comprehensive project for detecting heart disease using machine learning, including data processing, model training, and evaluation metrics with AUC curve analysis.
mail-Spam-Detection-ML
This repository contains a machine learning project for email spam detection. It includes data preprocessing, model training, evaluation, and deployment using Python and scikit-learn.
PyVizNotebook
PyVizNotebook is a collection of Matplotlib visualizations demonstrating a wide range of plot types and techniques for data visualization. Whether you're a beginner looking to learn or an experienced developer seeking inspiration, this repository offers a diverse set of examples to explore.
Weather-Prediction-FCNN
This project demonstrates a complete pipeline for weather prediction using a Fully Connected Neural Network (FCNN). The project is implemented in Python using Jupyter Notebook, and it covers data loading, preprocessing, model training, and performance evaluation.
Wine-Quality-Dataset
Comprehensive analysis and modeling of the Wine Quality dataset, including exploratory data analysis (EDA), data preprocessing, model training, and performance evaluation using MSE and RMSE.
Ahmad-Ali-Rafique's Repositories
Ahmad-Ali-Rafique/Adult-Income-Dataset
This repository contains a Jupyter Notebook exploring the adult income dataset. The notebook performs Exploratory Data Analysis (EDA), including visualizations with charts and graphs. Additionally, it implements various classification models to predict income and analyzes their accuracy.
Ahmad-Ali-Rafique/Comment-Generation-Tool
This repository hosts a Jupyter Notebook-based Comment Generation Tool exploring advanced NLP techniques for automated, contextually relevant comment generation from input data. Ideal for developers and researchers in NLP and automated text generation.
Ahmad-Ali-Rafique/PyVizNotebook
PyVizNotebook is a collection of Matplotlib visualizations demonstrating a wide range of plot types and techniques for data visualization. Whether you're a beginner looking to learn or an experienced developer seeking inspiration, this repository offers a diverse set of examples to explore.
Ahmad-Ali-Rafique/Weather-Prediction-FCNN
This project demonstrates a complete pipeline for weather prediction using a Fully Connected Neural Network (FCNN). The project is implemented in Python using Jupyter Notebook, and it covers data loading, preprocessing, model training, and performance evaluation.
Ahmad-Ali-Rafique/Ahmad-Ali-Rafique
Config files for my GitHub profile.
Ahmad-Ali-Rafique/AI-Chatbot
An interactive AI chatbot using Streamlit and Google Gemini API. This project showcases a user-friendly interface for interacting with a generative AI model.
Ahmad-Ali-Rafique/Decision-Tree-Classifier-Modeling
👏Comprehensive exploration of decision tree classifiers, including data cleaning, model building🏩, and performance evaluation on various datasets.
Ahmad-Ali-Rafique/Decision-Tree-Regressor-Modeling
Comprehensive exploration of decision tree regressors, including data cleaning, model building, and performance evaluation on various datasets.
Ahmad-Ali-Rafique/Handwritten-Digit-Recognition-MNIST
This project demonstrates a complete pipeline for recognizing handwritten digits using the MNIST dataset. The project is implemented in Python using Jupyter Notebook, and it covers data loading, preprocessing, model training, and performance evaluation of a Fully Connected Neural Network (FCNN).
Ahmad-Ali-Rafique/Heart-Disease-Detection-Model
A comprehensive project for detecting heart disease using machine learning, including data processing, model training, and evaluation metrics with AUC curve analysis.
Ahmad-Ali-Rafique/mail-Spam-Detection-ML
This repository contains a machine learning project for email spam detection. It includes data preprocessing, model training, evaluation, and deployment using Python and scikit-learn.
Ahmad-Ali-Rafique/Wine-Quality-Dataset
Comprehensive analysis and modeling of the Wine Quality dataset, including exploratory data analysis (EDA), data preprocessing, model training, and performance evaluation using MSE and RMSE.
Ahmad-Ali-Rafique/Electricity-Consumption-Analysis-Household-Dataset
This repository contains analysis and predictive modeling of household electricity consumption using Python. It includes data cleaning, exploratory data analysis (EDA), time series forecasting (ARIMA, SARIMA, LSTM), and model evaluation to optimize energy usage.
Ahmad-Ali-Rafique/Gold-Price-Analysis-and-Forecasting
A comprehensive analysis and forecasting project on historical gold prices from January 2014 to January 2024. Includes time series analysis, predictive modeling, trading strategy development, market sentiment analysis, and statistical analysis.
Ahmad-Ali-Rafique/Linear-Regression-Modeling
In-depth exploration of linear regression models, including data cleaning, model building, and performance evaluation on various datasets.
Ahmad-Ali-Rafique/Logistic-Regression-Modeling
An in-depth exploration of logistic regression models, including data cleaning, model building, and performance evaluation on various datasets.
Ahmad-Ali-Rafique/MNIST-Digit-Recognition-Project
A comprehensive MNIST digit recognition project with a Streamlit dashboard, neural network model, and Jupyter notebook. Includes all necessary files for training, testing, and deploying the model.
Ahmad-Ali-Rafique/NumPy-Mastery-Notebook
Inside this repository, you'll discover a comprehensive notebook dedicated to showcasing various NumPy array methods and operations. From basic array manipulation to advanced techniques, I've compiled a collection of examples and explanations to help both beginners and seasoned Python developers deepen their understanding of NumPy.
Ahmad-Ali-Rafique/Pandas-Mastry-Notebook
Pandas Mastry Notebook is a repository dedicated to exploring the capabilities of the pandas library for data manipulation, analysis, and visualization in Python. Dive into a variety of data operations, analytical techniques, and visualization methods to uncover insights from your datasets.
Ahmad-Ali-Rafique/Python_Function_Solutions
Python_Function_Solutions is a repository featuring 50 defined functions and their solutions to 50 distinct programming problems in Python. Dive into a diverse range of challenges and explore innovative solutions crafted with original ideas to enhance your Python skills.
Ahmad-Ali-Rafique/Random-Forest-Classifier-Modeling
Detailed exploration of random forest classifiers, including data cleaning, model building, and performance evaluation on various datasets.
Ahmad-Ali-Rafique/Random-Forest-Regressor-Modeling
Detailed exploration of random forest regressors, including data cleaning, model building, and performance evaluation on various datasets.
Ahmad-Ali-Rafique/Urdu-Voice-Chatbot
A Streamlit-based Urdu Voice Chatbot: This project demonstrates an interactive Urdu voice chatbot built using Streamlit and integrated with Google's speech recognition and text-to-speech services, as well as Gemini’s Generative AI model. Users can record their voice in Urdu, receive responses in Urdu, and interact with an AI-powered chatbot.
Ahmad-Ali-Rafique/USA-House_Price-Predict
A Streamlit application for predicting house prices in the USA using a linear regression model.
Ahmad-Ali-Rafique/YOLO-Helmet-Detection-App
This project implements a helmet detection system using YOLOv3 (You Only Look Once) and Streamlit. The application allows users to upload an image and detect helmets in real-time. The system uses OpenCV and pre-trained YOLOv3 weights to identify helmets in uploaded images, displaying the results with bounding boxes and confidence scores.