AI-assisted cloud analysis
Exploring approaches to cloud and Kubernetes analysis, including log investigation, operational context and AI-assisted workflows.
Explore GitHub ↗PROJECTS / ENGINEERING
Building, testing, learning.
Selected areas of hands-on exploration. Project descriptions focus on the problem space and architecture; implementation details and source code are linked where publicly available.
Enterprise knowledge and retrieval systems
Hands-on exploration of document ingestion, chunking, embeddings, retrieval evaluation, reranking and practical RAG architecture.
Explore GitHub ↗Personal AI assistant
Exploring an assistant architecture that connects conversational interfaces with user-authorized tools, persistent memory and multiple model providers.
Explore GitHub ↗Follow the engineering work
Source code, experiments and technical notes are published as projects mature.
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