AI Career Coach App
An AI Career Coach application that guides you on your career pathway with a 12 month plan; and chat functionality with AI. Built with Javascript, Typescript, Next.js, Mongo DB and Gemini AI.
AI Flood Risk Assessment App
An AI powered flood risk assessment application for assessing environments prone to flooding. Built with Javascript, Typescript, Python, Nextjs, FastAPI and Gemini AI.
Customer Churn Prediction Model
A customer churn prediction model built with python, scikit-learn, pandas and numpy. Algorithms used include Random Forest, Decision Tree and XG Boost.
Medical Insurance Prediction Model
A medical insurance prediction machine learning model built with python, scikit-learn, pandas, numpy, matplotlib and random forest regressor model.
Sales Forecast Neural Network
Predict future sales by inputting certain independent variables. Built with python, pytorch, pandas and matplotlib.
Movie Recommendation System
A movie recommendation system that recommends movies to a user based on current selection. Built with pytorch, numpy, pandas and natural language toolkit.
House Price Prediction Model
A house price prediction model built with python, scikit-learn, pandas, matplotlib and random forest regressor algorithm.
Cifar 10 VTM
A machine learning vision transformation model built with pytorch and trained on Cifar10 dataset to classify animals into their respective class.
FashionMNIST Multiclassification
A multiclassification model built on Convolutional Neural Network (CNN) and trained on Fashion MNIST dataset to enable a system classify wears.
Food Classification Project
A multiclass food classification project built on Visual Geometry Group (VGG) architecture using pytorch
Breast Cancer Prediction
A breast cancer prediction model built with pytorch and scikit learn.
Text Classification
A wine review text classification system built using Long-Short Term Memory (LSTM) model on tensorflow, numpy and pandas