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🌠 Dhruba Patra | Masters Student & Research Enthusiast 🌠

📍 Location: Kolkata, India

🏛️ Institution: Indian Association for the Cultivation of Science (IACS)

🎓 Program: Masters in Computer Science


🚀 About Me

Welcome to my profile! I'm Dhruba, a dedicated Masters student at IACS, Kolkata, researching at the intersection of deep learning, drug discovery, and genomics. My academic journey is a blend of rigorous research and a deep-seated passion for the intersection of technology and life sciences. I aspire to contribute to meaningful innovations and solutions that address complex biological challenges.

🌐 Interests

  • 🧠 Deep Learning: Advancing the capabilities of AI to understand complex patterns and improve predictive models in healthcare.
  • 💡 Drug Discovery: Utilizing computational methods to accelerate the discovery of new therapeutics and understand disease mechanisms.
  • 🧬 Genomics: Harnessing the power of genomic data to unlock mysteries of biology and contribute to personalized medicine.
  • 🤝 Collaboration: Engaging with like-minded peers and experts to foster knowledge exchange and drive collective progress.

📬 Contact Me

Let's embark on a journey of discovery and innovation together! 🌠

Dhruba Patra's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-llm4ie-papers icon awesome-llm4ie-papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fusilli icon fusilli

A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evaluation - fusilli's got you covered 🌸

hands-on-llms icon hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

kano icon kano

Code and data for the Nature Machine Intelligence paper "Knowledge graph-enhanced molecular contrastive learning with functional prompt".

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

super-gradients icon super-gradients

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

treevae icon treevae

Tree Variational Autoencoders pytorch implementation

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