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I'm Gurumurthy Swaminathan, a passionate developer and researcher in Artificial Intelligence and Machine Learning. I love building innovative solutions using deep learning, natural language processing, and computer vision.
- 🔭 I’m currently working on AI-driven projects and exploring the frontiers of generative models
- 🌱 I’m currently learning advanced techniques in graph neural networks and large language models
- 💬 Ask me about Python, TensorFlow, PyTorch, and AI/ML architectures
- 📫 How to reach me: LinkedIn | Email
Here are some of my notable projects with detailed descriptions and technology highlights:
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Description: An AI-powered system for automatic recognition and classification of Indian classical music Raagas using deep learning techniques. Analyzes audio features to identify musical patterns and cultural heritage. Technologies Used: 
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Description: A comprehensive platform connecting environmental data sources with AI-driven insights for conservation and sustainability. Integrates IoT sensors with machine learning for real-time environmental monitoring. Technologies Used:
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Description: Advanced implementation of Particle Filter algorithms with Stochastic Gradient Estimation for complex system modeling and prediction. Focuses on Bayesian filtering techniques for state estimation. Technologies Used:
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Description: A deep learning project implementing Recurrent Neural Networks (RNN) for natural language processing tasks including text generation, sentiment analysis, and language modeling using TensorFlow. Technologies Used:
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Description: A sophisticated memory management system for AI agents, implementing various memory architectures including episodic, semantic, and working memory. Designed for long-term learning and context retention in conversational AI. Technologies Used:
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Description: Comprehensive metrics and monitoring dashboard for AI agents, providing real-time performance analytics, usage statistics, and diagnostic tools for optimizing agent behavior and efficiency. Technologies Used:
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- Recent contribution to LangGraph
- Contributed to PyPI ecosystem with published packages
Here's a timeline of my journey on GitHub:
- aad9730 - Gurumurthy Swaminathan, 6 weeks ago: Update README with recent contribution link
- ed584e4 - Gurumurthy Swaminathan, 9 months ago: Update README.md
- 71e490b - Gurumurthy Swaminathan, 4 years, 5 months ago: Update README.md
- d014e93 - Gurumurthy Swaminathan, 5 years ago: update
- 83a77a2 - Gurumurthy Swaminathan, 5 years ago: Initial commit
I believe in the power of open-source collaboration to drive innovation in AI and beyond!
⭐️ From sgmoorthy