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Hi, I'm Nithish Duvvuru. As a seasoned machine learning engineer, I've extensively developed and deployed advanced deep learning models for OCR, face detection, recognition, and information extraction. With hands-on experience in scaling AI systems, I'm now passionate about building innovative AI applications powered by Large Language Models (LLMs) to solve real-world challenges.
Welcome to My Knowledge Hub¶
This site serves as a personal repository of my learnings, notes, and explorations in the fields of Artificial Intelligence, Machine Learning, and related technologies. Here, you'll find detailed breakdowns of concepts, tutorials, and insights from books, courses, and hands-on projects.
Explore the Sections¶
- Books: Summaries and key takeaways from books on AI agents, LLMs, and deep learning.
- Computer Vision: Deep dives into vision models, transformers, text detection, and recognition techniques.
- Languages: Programming notes, focusing on Python libraries like Pandas, Multiprocessing, and Threading.
- MLOps: Guides on Docker, Kubernetes, and operationalizing ML systems.
- NLP: Notes on Large Language Models (LLMs), including LLaMA, and NLP courses like Stanford's.
Feel free to browse through the topics that interest you. This is an ongoing project, so check back for updates!
If you have questions or want to connect, reach out via LinkedIn or GitHub.