Izam Mohammed's repositories
GemInsights
🔍 GemInsights: Unleash Gemini AI on your data! 🚀 Analyze dataframes for valuable insights, replacing traditional data analysis. 📊 A cutting-edge tool revolutionizes the way you analyze dataframes, offering a paradigm shift from conventional data analysis methods.
Text-Summarizer
Python-based tool utilizes advanced NLP techniques and LLMs to generate concise summaries from lengthy documents 🍁. Include all source code of the end-to-end project 💥.
Deep-Diving.......
🚀 Dive into my projects related to ML, Deep Learning, LLM, MLOps 🏆. In these projects, I've employed numerous libraries and algorithms, ranging from the basics to the advanced 🔥. Some are still in progress; feel free to contribute 🤗!
Celebrity-Classification
In this end-to-end data science and machine learning project 📊, we classify sports personalities 🏀. After Hyperparameter tuning 🔧, I found that a Support Vector Machine (SVM) is the best for this classification 🏆. The model has 85% accuracy 📈 in classifying images 📸.
izam-mohammed
My personal repository💫 where i created an about me session for my Github account🌝. Because of that, there is no content in this special directory apart from a README.file 🤟🏻
izam-mohammed.github.io
🙌 My personal website is a platform where I showcase every single thing related to me 🌈. Here, you'll find links to my various projects 🔥, as well as information about my background, experience, and interests 🌱.
Mood-Reader
An End-to-End production ready application for predicting the the sentiment of a sentence. 📝 It covers collecting data, processing it, and training a model to understand sentiments and deployment 🚀
Legal-Advisor-LLM
Python-based Legal Advisor harnesses the power of advanced Language Models for comprehensive legal guidance 📚. Uses LLM internally to give legal advices 🚀
AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Chicken-Disease-Classification-Project
End to End Deep learning Project. 🐓 It involves collecting data on chicken health, training a model to recognize disease patterns, and ultimately creating a tool for poultry health monitoring. 🚀
Customer-Churn-MLOps
End-to-End Machine Learning application to predict the customer churn. machine learning is applied to foresee if customers are likely to leave a service. 🤖💼 This involves analyzing customer data, training a model, and predicting churn probabilities. 🚀📊
Customer-Satisfaction-MLOps
A repository for Customer Satisfaction ML project 🚀. Using the power of Zenml, this repo ensures seamless integration of Machine Learning Operations.🤖
data-source
🌐 A source directory for the data of my projects and experiments.📂 This curated collection simplifies access to diverse data that used in various projects💡
Fake-News-Detection
Fake News Detection End to End project with deployment 🔥. distinguishes between authentic and fake news, contributing to media credibility. 🚀
Geminsights-mini
A mini version of geminsights ✨. streamlined version of the powerful GemInsights tool, designed for swift and efficient data exploration. 🤖. More faster than GemInsights
gpt-engineer
Specify what you want it to build, the AI asks for clarification, and then builds it.
Image-classifier-CNN
Classifying any kind of image with the power of Convolutional Neural Networks using tensorflow ❤️🔥. This repo include the training and the predicting pipelines ⚡
LLM-chatbot
This Python-based chatbot leverages Large Language Models (LLM) to engage in natural language conversations 🚀. Using python libraries such as LLama-index and langchain 💫
Loan-Prediction-System
An End-to-End production ready application for predict whether the loan will approve or not. assesses the likelihood of approving a loan. 📊💰 It involves collecting and processing data on applicants, training a model to predict loan approval, and creating a system for real-time predictions. 🤖
MetaGPT
🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
ML-notebooks
This repository contain the my main notebooks📊 that contains practical ML notebooks, showcasing code, insights 🔍, and experiments in python. 🚀
MLOps-Blueprints
My practices in mlops tools 🥵. Feel free to explore the various scripts and files ⚙️. I am just diving into the world of production-ready Machine Learning with streamlined workflows. 🤖
OpenCV-cookbook
My Computer Vision practices using opencv python library🤖 . contain various code snippets, turning images into insights. From filters to face recognition, savor the art of OpenCV magic! 🚀
PDF-chatbot
This is an end-to-end project that seamlessly extract and interact with PDF file content using LLM model ⚡. The pipelines will navigate, query, and analyze documents using various NLP techniques 🛠️
Stock-Prediction-RNN
In this repository, I am trying to use the Recurrent Neural Networks (RNNs) to analyze historical stock data 📈 and make predictions 💹. Check out the implementation 📈
SuperAGI
<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
surveillance-system-YOLO
A surveillance system that identifies waste bins 👀. It employs YOLO (You Only Look Once) v5 for waste detection, utilizing real-time object detection to identify and categorize waste materials. ♻️
velocity-nexus
A fast api backend for the project velocity nexus. include user crud operations and authentication along with some other features