How I implemented on-device computer vision on an ESP32-S3 microcontroller using HSV color filtering for real-time LED detection and classification.
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Blog
Thoughts on development, AI, and technology
- How I built an intelligent multi-agent system that transforms natural language queries into automated pandas analysis.
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- Exploring the fundamentals, methodologies, and applications of self-supervised learning, a technique revolutionizing AI by leveraging unlabeled data for representation learning.
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- A hands-on exploration comparing classical statistical methods (ARIMA, decomposition) with modern machine learning algorithms for forecasting air passenger traffic.
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- Utilizing Retrieval-Augmented Generation (RAG), vector databases, and a Language Model (LLM) to deliver accurate answers to user queries extracted directly from PDF files.
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