Welcome to my GitHub profile!
- 🔭 I’m currently pursuing MS in Data Science at University of Massachusetts Dartmouth.
- 🌱 I'm currently learning advanced Deep Learning architectures and mastering MLOps with cloud platforms like Azure ML and AWS, along with Generative AI, Language Models, and Large Language Models (LLMs).
- 🎓 I’m a Microsoft Certified: Azure Data Scientist Associate
- 📫 How to reach me: LinkedIn
- 😄 Pronouns: She/Her
Module 1 - Dockerized Training with PyTorch
Module 2 - Dockerized Training Evaluation and Inference with PyTorch
Module 3 - Containerized Training and Inference with PyTorch Lightning
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Object Detection
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Image Classification
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PyTorch Lightning
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Basic PyTorch
- Transformers & LLMs
- Data Structures & Algorithms
| Project | Description | Tech Stack |
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| Module 6 - Experiment Tracking and Hyperparameter Optimization | This project explores Hyperparameter Optimization for a deep learning Classification model. It highlights streamlined workflows for experiment tracking, model tuning, and reporting with ML tools. |
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| Module 5 - Data Version Control | This project implements a deep learning model to classify images using PyTorch Lightning, Hydra for configuration management, and DVC for data version control. |
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| Module 4 - PyTorch Lightning with Hydra Integration | This project implements a state-of-the-art dog breed classification model using PyTorch Lightning and Hydra. It's designed to accurately identify dog breeds from images, utilizing deep learning. |
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