deterministic-engine

Multi-agent TTRPG engine using Two-Path Architecture to solve AI hallucinations. Combines a deterministic Python Rules Engine with LLM-based creative judgment. Verified with 100% Routing and 98% Grounding accuracy. Senior Thesis @ KMUTT FIBO.

计件工资 AI 核算台：拍照/CSV 导入工票 → AI 预填 → 人工确认 → 确定性 Decimal 引擎出工资条。零依赖（python3 标准库 + SQLite），离线可跑，706 测试。AI 只碰输入端，碰钱的一行代码都没有。

Voice & text stand-in for a phone repair technician with a deterministic safety rule engine & Groq LLM phrasing. Built from salvaged hardware for Rocketathon 2026 (PK2047).

Deterministic Python game engine for the Kaboom card game, designed for simulation, AI experimentation, and reusable game interfaces.

An interactive medical-mystery simulator built as a working demonstration of AI governance — players diagnose under pressure, and error can be fatal.

Housing-finance aid for young renters in Korea. Deterministic engines decide; the LLM explains and drafts rules a person approves.