螺旋熵减系统

螺旋熵减理论

A Google-Labs-style AI strategy console that orchestrates 5 specialized agents to evaluate platform, architecture, cost, readiness, and launch strategy for GenAI in banking — scenario-based, exportable, with experiment timeline.

AI-powered checkout optimization system predicting wait time, congestion and customer flow to enable real-time decision making

The project involves practical activities in the field of Decision Systems Engineering, focusing on Data Mining, Machine Learning, and Deep Learning techniques.

Agent-first collaboration substrate for controlled decision systems, with investment as the current proving ground. / 面向 Agent-first 协作的可治理决策底座，投资是当前最完整的验证场。

AI-powered fraud detection & micro-insurance claim triage system with RAG, HITL feedback loop, explainability, anomaly detection, and case management — built fully local (FastAPI + Ollama + ChromaDB)

Two-stage multimodal product matching pipeline using Qwen3-VL (Embedding + Reranker) with ChromaDB retrieval and a 3-zone decision system. AUC-ROC: 0.95 | F1: 0.89 | Recall@5: 100%

Decision Orchestrator Skill: one-command Router→Agents→CEO workflow for Codex/Claude Code and OpenClaw.

A SOP-driven banking support agent built with LLMs and MCP, featuring structured intent classification, auditable decision flows, and PostgreSQL-backed policy management.

Production-ready churn prediction system that converts ML outputs into business decisions using threshold-based logic, risk segmentation, and impact analysis.

An interactive Tableau dashboard to uncover the deeper causes and patterns behind flight delays in the U.S. using 2023 data.

🤖 Recognize emotions across multiple modalities with AGI_HER_MER, enhancing understanding in AI applications through advanced MKD techniques.

Python project to automate student scholarship and placement eligibility using nested conditional logic.