Research Notes · Methods · Reviews
Writing at the edge of
research and practice.
Technical essays, paper audits, and field notes on healthcare AI, agentic systems, graph learning, and efficient LLMs.
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Building an Agentic AI System to Extract Specific Information from 1000+ Company Websites
How a resilient agentic AI pipeline replaces brittle selector-based scraping for extracting structured data from 1000+ company websites.
Mar 13, 2026 · 9 min read
Welcome to My Research Blog
ResearchLaunching this research blog — what to expect: research updates, tutorials, paper reviews, and reflections on AI.
Oct 1, 2025 · 1 min read
Qdrant vs Milvus: Which Vector Database is Right for You?
RAGComparing Qdrant and Milvus vector databases — search, scaling, and best use cases for retrieval-augmented systems.
Apr 17, 2025 · 4 min read
A2A and MCP: What is the difference?
AgentsA2A and MCP compared — how agent-to-agent and tool-use protocols complement each other in enterprise AI systems.
Apr 16, 2025 · 6 min read