Research Interests: LLMs, Probabilistic Machine Learning, Deep Generative Modeling, Computer Vision, Medical Imaging

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1. pmlpmlPublic

   heteroscedastic-nn

   Python

2. Traffic-Sign-Classification-using-ConvNetsTraffic-Sign-Classification-using-ConvNetsPublic

   🚸⛔Novel Deep Convolutional Network is proposed for traffic sign classification that achieves outstanding performance on GTSRB surpassing the best human performance of 98.84%.

   Jupyter Notebook 6 1

3. crosskd-fgdcrosskd-fgdPublic

   Focal & Global KD (FGD) and Cross-Head KD (CrossKD)

   Python

4. CS781-LLMsCS781-LLMsPublic

   (a1)Mechanistic Interpretability using Transformer Lens (a2) PEFT

   Jupyter Notebook

5. ecommerce-api-djangoecommerce-api-djangoPublic

   Ecommerce API in Django, DRF

   Python

6. CS776-fashion-mnist-mlp-cnnCS776-fashion-mnist-mlp-cnnPublic

   MLP from scratch in numpy, CNN for feature extraction in pytorch

   Jupyter Notebook