Technical Writing
Tech / Insights
In-depth technical notes on AI search, RAG, evaluation, and agentic systems — practical and production-focused.
Designing Hybrid Search at Enterprise Scale
How BM25, vectors, and reranking should coexist without breaking latency or relevance.
Read article →Why Naive RAG Fails in Production
Evaluation, chunking realities, retrieval quality, and feedback loops that keep systems honest.
Read article →From Pipelines to Reasoning Agents
When to introduce agents, tool use, validation loops, and safety boundaries.
Read article →Published on LinkedIn
LinkedIn Articles
Longer-form articles published on LinkedIn covering AI search, GraphRAG, and prompt engineering.
LinkedIn Article
Agentic AI Search: A Stateful Decision Graph
Architecting search agents with state management, decision graphs, and validation loops.
Read on LinkedIn →
LinkedIn Article
GraphRAG: Moving Beyond Keyword Search 🚀
Graph-based RAG with structured knowledge, entity reasoning, and semantic context expansion.
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LinkedIn Article
Prompt Engineering Cheat Sheet for MongoDB Atlas Vector Search
Practical prompt engineering patterns for MongoDB Atlas Vector Search developers.
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