Adapted a pretrained ResNet18 for chest X-ray classification across 7 lung diseases by converting the model to grayscale input and fine-tuning end-to-end on Kaggle data.
Adapted a pretrained ResNet18 for chest X-ray classification across 7 lung diseases by converting the model to grayscale input and fine-tuning end-to-end on Kaggle data.
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Artificial Intelligence
CnnMelanoma Detection
Custom CNN built from scratch to classify skin lesions as melanoma (0/1), validated checkpoint-by-checkpoint and designed for mobile-ready deployment.
PyTorchCNNBinary ClassificationConfusion Matrix
Artificial Intelligence
MachineLearning Algorithm Comperasion with R
Cleaned and combined US economic indicators (1960–2020) and compared Linear Regression vs Random Forest for inflation prediction using MSE on a time-based split.
RData CleaningRegressionRandom Forest
Artificial Intelligence
RD-05
An original quadruped robot platform I designed from mechanics to software and led technically, reaching the top 15 in the Teknofest Disaster category.
RoboticsEmbedded SystemsAI IntegrationRemote Control
Artificial Intelligence
Autoencoder T-shirt Generator (Experimental)
Experimental project exploring autoencoders, VAEs, and conditional GANs to generate a mannequin try-on image from a T-shirt input.
PyTorchAutoencoderVAEGAN