active
nibli
A zero-hallucination symbolic reasoning engine — a hallucination firewall for the LLM era. Lojban in, first-order logic out; every answer derived, never guessed, with a proof trace on every conclusion.
currently: symbolic reasoning Bangalore, India
From whiteboard
From whiteboard
to production.
An optimistic nihilist, hands-on architect and lifelong builder who loves Science, Rust, Python, FOSS, WebAssembly, WebRTC, web3, distributed systems, and symbolic reasoning.
Over a decade architecting, building, and scaling systems end to end. Lately I'm retrofitting symbolic reasoning for the LLM era — building nibli, a hallucination firewall that derives instead of predicts, and writing a book about it.
// things i built
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A few things worth pointing at
active
botwork
A single-binary Rust automation framework for acceptance testing and RPA — plain-text human-readable syntax, extensible via Rust, Python, and JavaScript.
active
dhilipsiva.dev
This website — a Zola static site that ships its own AI: two LoRA fine-tuned twins and the real nibli engine, all running in your tab via Rust→WASM. The site is its own demo, and the source is open — training pipeline included.
// from the bookshelf
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What I'm writing
in progress
The Fixed Point of Thought
A working book on symbolic reasoning for builders — how logic, recursion, and self-reference become real systems. Equal parts Gödel, Rust, and lab notebook. Drafting in the open.
// musings
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Latest from the notebook
Long-running thoughts on building, logic, freedom, and the occasional detour into Tamil and philosophy of mind.
building nibli — a hallucination firewall
reading Gödel, Escher, Bach (again)
writing The Fixed Point of Thought
role Technical Architect @ STGI
What I'm doing now →
Find me where the source lives.