🌱 I’m currently focusing on MLOps and Deep Learning
👿 SQL Ninja
🏴☠️ My Superpowers: I write Regular Expressions and SQL queries in my sleep 🙂
⚡ Random info: My role model is Ivuelekwa Stephen 🤫
| Category | Project Name | Description |
|---|---|---|
| 🚀 End to End Machine Learning | End to End Customer Churn Prediction using MLflow and DVC | Identifying customers who are likely to churn, allowing businesses to take proactive measures to retain them |
| Prediction of Mohs Hardness | Predicting the Mohs hardness of minerals of different chemical spaces, crystal structures, and crystal classes | |
| ⚙️ Machine Learning Projects | Estimating the Yield of Digital Green Crop | Estimating the crop yield for farms in India with a focus on Bayesian Optimization |
| Stroke Prediction Web App | Highlighting and emphasizing the significance of minimizing false negatives (Type I error) to enhance accuracy and risk mitigation | |
| Employee Status Prediction Web App | Navigating the complexities of a highly imbalanced dataset by predicting whether an employee will be promoted or not | |
| Asteriod Diameter Prediction | Benchmarking against a Multi-Layer Perceptron Regressor by Victor Basu | |
| Bulldozers Sale Price Prediction | A robust predictive model that excels in estimating the sale prices of bulldozers in the heavy equipment industry | |
| Youth Income Prediction API | A machine learning web app and API for predicting youth employment based on data from labour market surveys in South Africa | |
| 🧠 Deep Learning | Quora Insincere Questions Classification using TF IDF | A web app which classifies whether a given quora question is sincere or insincere using TF IDF - A beginner's approach to NLP |
| Predicting Disaster Tweets using Bag of Words | A beginner's approach to NLP | |
| 📊 Data Analysis | Analysis of Credit Card Transactions | Exploratory data analysis of credit card transactions: uncovering patterns and fraud insights |
| Exploratory Data Analysis of Cargo Theft Data | Uncovering effective crime prevention strategies | |
| Udacity-ALX Data Analyst Nanodegree Program | Three data analysis capstone projects | |
| Data Analysis with Python Zero to Pandas | Herein do I start my data journey | |
| 🌐 Web Applications | SQL100 | 100 questions on structured query language ranging from beginner to advance |
| Result Management System with Python Flask and MySQL | A web application built with Flask and is meant to simulate a real-world result management system | |
| 📱 Mobile App | CSC Students Result Management APP | Built using .Net and Xamarin |
| 💡 Others | Intuition Behind the Random Forest Algorithm | Let's go camping in the Random Forest |
| 100 Days of LeetCode | 100 days learning Algorithms and Data Structures | |
| CRUD Operation with PHP and MySQL | Just another mumbo jumbo practicing php |
