AI Research Lab

MadGAA
Lab

AI agents are transforming every industry — but enterprises still need trained professionals to guide them. MadGAA-LAB builds adversarial simulation environments that prepare your team before they go live, using intelligent AI agents across healthcare, finance, insurance, and customer service.

Multi-Agent AI Digital Twin LoRA Fine-Tuning Medical Dialogue FHIR Interoperability RAG Systems Adversarial Simulation LLM-as-Judge Multi-Agent AI Digital Twin LoRA Fine-Tuning Medical Dialogue FHIR Interoperability RAG Systems Adversarial Simulation LLM-as-Judge

Team spotlight

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YC

Ya-Pei Chien

Brand Marketing & Omnichannel Consultant · Ex–Brand Marketing Manager · Ex–Bank Sinopac MA
Freelance Consultant Project Mars Bank Sinopac National Central University

Full-stack marketing leader across banking, consumer hardware, and independent consulting. At Project Mars, directed omnichannel strategy for 20+ e‑commerce routes and lifted annual revenue about 23% (NT$65M → NT$80M) while scaling influencer and O2O programs. At Bank Sinopac’s integrated planning desk, ran digital segmentation campaigns reaching roughly 380K users, helped shape the bank’s “Fong me” loyalty IP, and contributed to FinanceAsia’s Best Sustainable Bank in Taiwan (2023). M.A. in Industrial Economics from NCU (GPA 4.23/4.3, top of class) with strong data, KAM, and event-led growth experience.

Omnichannel Marketing FinTech & ESG Brand Growth