A structure-aware RAG pipeline combining layout detection, OCR, and vision-language models to enable question answering over complex technical documents.
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Blog
Thoughts on development, AI, and technology
- Design and implementation of a distributed pipeline to automate the ingestion, processing, and vector indexing of scientific documents at scale.
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- 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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- 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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