epistemic_interface v1.0

Engineering & Philosophy. Building the future.

Welcome to my brain. 8+ years bridging industrial engineering, AI research and humanities. Currently focused on LLM evaluation frameworks and Constitutional AI.

Current Status

Refining RAG pipelines // Project Illari

Reading 'The Art of Doing Science'

:: MODULE: THE_GARDEN

System

2026-02-15

OpenClaw as a Second Brain: Building Episteme as a Living System

How I use OpenClaw to convert ideas, readings, and projects into a personal operating system that bridges philosophy, technology, and execution.

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Engineering

2026-02-12

The Epistemology of Agents: What Building RAG Systems Taught Me About Steerability

Connecting high-level epistemology with low-level RAG implementation: how truth becomes probabilistic and why steerability is the ultimate engineering challenge.

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Derivations

Constitutional AI: Harmlessness from AI Feedback

Research

Illari: RAG Pipeline for Constitutional AI

Case

Latest Build

Illari

RAG Pipeline & Safety Evaluation — Achieved a 14% reduction in non-factual citations compared to baseline naive RAG implementation. Released as open-source benchmark.

Next.js

Python

Qdrant

LangChain

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Selected Advisory Work

Enterprise Knowledge Systems

Collaborating with organizations to translate mission statements into scalable digital infrastructures. Focusing on high-impact automation and coherent brand narratives through the COMPETE™ framework.

Strategic Architecture

AI Governance

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