NYC House Price Prediction Model
Cleaned and visualized a dataset of 260,000+ entries for predictive modeling. Developed and evaluated house price prediction models with Scikit-learn and Matplotlib, providing reliable insights for the post-pandemic housing market.
Fullstack Development Project
Classroom sign-in system built with HTML/CSS, PHP, and JavaScript, featuring one-click setup, and privacy protection.
Keywords: FullStack website development
Keypoint Detection Model -Machine Vision with Deep Learning project
Created a model to detect pet noses in images using the Oxford-IIIT pet dataset. This involved modifying ResNet18 in PyTorch.
Denoising Autoencoder
Created a denoising auto-encoder using a 4-layer MLP architecture in PyTorch to reconstruct and denoise images from the MNIST dataset. Achieved a reconstruction error of less than 0.005 MSE.
