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.

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

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

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.

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

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

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。

Repo signature artifact decision system — Curator freshness driver + deterministic inference engine

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