I'm Mridul Rao, with a passion for machine learning and deep learning. My focus area is LLMs, HCI, NLP, DL and I'm open to collaborating with like-minded individuals in the same domain.
- 🔭 I’m currently working on low-resource language translation, implementing Explainable AI on language models
- 🌱 I’m currently experimenting with large language models, vector databases and RAG models
- 🔖 Writing medium articles focusing on the implementation of concepts related to NLP environment setups
- 👯 I’m looking to collaborate on NLP, Chatbots, fine-tuning LLMs, Translation Gummy
- University of Southern California, MSCS
- Graphic Era (Deemed to be University), BTech(CSE)
- Programming languages: Python, Javascript, C/C++, HTML, CSS
- +2 years of experience in Tensorflow, PyTorch
- Frameworks for development/coding: Django, Heroku, Github
- Preferred platforms: AWS, Heroku, Azure
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ICASIS 2023- Sentiment Analysis of user-generated data using CNN-BiLSTM model
MEDIUM ARTICLES
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Prompt Engineering - https://medium.com/@mridulrao674385/prompt-engineering-101-b65d207425bf
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Self-Supervised / Autoregressive - https://medium.com/@mridulrao674385/the-difference-between-self-supervised-and-autoregressive-learning-b7733ed9dedd
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MPS Device - https://medium.com/@mridulrao674385/language-modelling-on-mps-using-pytorch-044a2dfd9f62
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How to trust your AI - https://medium.com/@mridulrao674385/explainable-ai-how-to-trust-your-ai-model-72e39e293fa1
- LinkedIn: https://www.linkedin.com/in/mridul-rao-86b542190/
- Email: mridulra@usc.edu
Feel free to reach out if you want to chat about machine learning, deep learning, or natural language processing, or collaborate on a project together!