Applied AI Systems Engineer · independent researcher
I build systems that help people find meaning in information.
I work across artificial intelligence, enterprise search, retrieval systems, and backend platforms. Alongside engineering, I write and think about technology, cognition, time, and the changing relationship between humans and machines.
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Currently exploring
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How information becomes knowledge
Search, context, interpretation, and the limits of retrieval.
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AI and the changing nature of work
What remains valuable when technical capabilities move quickly.
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Time in an age of acceleration
Memory, change, and why the present can feel increasingly short.
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Published whitepapers
Conceptual whitepaper · Version 1.0
The Networked Firm
AI, Coordination, and the Emergence of Temporary Organizations
A framework for bringing independent people, capabilities, and assets together around a shared objective, then carrying the evidence and relationships forward.
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Selected work
Essay · 2026
When information becomes knowledge
Essay · 2026
Why time feels faster in the age of AI
Project · Ongoing
Jai Bholenath — a digital temple discovery
Research note · Ongoing
Systems for retrieval and understanding
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Latest writing
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The Daily Desk: Automating the Routine Around My Projects and Research
A personal system for recurring project work: background automation, saved research, document search, backups, and a dashboard that brings it all together.
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Why time feels faster in the age of AI
Time has not accelerated, but the rate of change around us has. When familiar tools become obsolete in months rather than years, memory begins to divide the present into smaller and smaller eras.
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This website is a record of projects, research, writing, and questions still taking shape.