🧠 A flexible machine & deep learning framework built from scratch using only NumPy
predicting Protein Subcellular Localization from quantitative label-free imaging with phase and polarization
🏞 A content-based image retrieval (CBIR) system
Adaptive generalized review summarization system using optimized transformers.
Developed a Marathi speech-to-text application using the Hugging Face whisper ASR models. Trained the model with a custom audio dataset and fine-tuned it for optimized performance. Deployed the model on the Hugging Face Model Hub, achieving a WER of 0.74 for the base model.
Official PyTorch implementation of Extract Free Dense Misalignment from CLIP (AAAI'25)
Attempt at the Amazon ML Challenge 2024
LinkedIn ChatBot (Pre-ChatGPT Era): An early, low-resource solution for automating LinkedIn interactions. This project combines web scraping, translation services, and a conversational AI model for automated responses. Please use responsibly, considering LinkedIn's terms of service.
Embedding analysis and some insights on the GPT-2 architecture
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