Projects

Ai-ml Projects

Browse my ai-ml work tagged with "neural-network".

Anime Face GAN — DCGAN on 63,000 Training Images cover image

Anime Face GAN — DCGAN on 63,000 Training Images

Ai-ml

Generates anime faces using a DCGAN trained on 63,000 images. Every face is produced from random noise — none of them exist. Trained on Google Colab T4 GPU. Includes latent space interpolation showing smooth morphing between faces.

CNN Food Classifier cover image

CNN Food Classifier

Ai-ml

I built a convolutional neural network that classifies food images into 101 categories using two-stage transfer learning with MobileNetV2. Upload any food photo and get instant top-3 predictions with confidence scores — live on Hugging Face Spaces.

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Digit Recognizer — CNN on MNIST cover image

Digit Recognizer — CNN on MNIST

Ai-ml

Draw a digit on the canvas — the CNN predicts it in real time. Trained on 60,000 MNIST images. Confidence score and probability bar chart across all 10 digits. Live on Azure App Service.

Stock Trend Pattern Recognition — Amazon SageMaker MLOps cover image

Stock Trend Pattern Recognition — Amazon SageMaker MLOps

Ai-ml

Stacked LSTM for stock trend pattern detection, served via Amazon SageMaker Real-Time Endpoint. Flask frontend on Azure App Service — multi-cloud MLOps. Pattern detection only, not financial advice.

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