Engineering Commercial
AI Outcomes.
Lead AI Business Architect with 20 years of experience. I bridge the gap between high-level commercial strategy and ground-level AI alignment.
Professional Tenure
2006 — PRESENTZhu Zongjia | Lead Architect
Specializing in 1:1 Ground Truth definition for high-fault-tolerant industries. My mandate is to resolve LLM Logic Drift and ensure deterministic outcomes.
Growth Achieved
in 12 Months
VP @ Good Doctor
2014 - 2015
Orchestrated 0-to-1 commercial incubation for medical and tourism matrices across Beijing and Shanghai.
Co-Founder @ Footprint Art
2016 - Present
Drove business restructuring for multiple distressed branches, stabilizing cash flow and scaling ROI.
Full-Stack Heritage
2006 - 2014
Early individual webmaster turned Network Engineer. Providing the sub-surface technical intuition for modern AI stacks.
Flagship Architectures
Selected WorksFengxing Smart Investment PRO (V5.4)
AI Governance & Guardrails
The System Constitution (V-S-D-P Framework)
Designed a strict "System Reconstruction Constitution" serving as the absolute Ground Truth to constrain LLM code generation. Evaluates all architectural suggestions against fixed logical bounds and domain axioms.
Pre-execution Atomic Checklists
Implemented mandatory "Plan-Impact-Result" verification protocols before any code deployment, ensuring 100% auditability and completely blocking unverified AI hallucinations.
Zero-Exposure Execution
Localized TP/SL and smart order splitting logic. Orders remain strictly local and are pushed to the exchange only at the trigger price.
Multi-Exchange Cluster
Unified API management and real-time asset synchronization across Binance and Bitget. High-frequency state alignment.
Market-Maker Splitting
Algorithmic execution masking footprints to prevent order book shock for large positions.
Atomic Strategy Assembly
Solves the "trade expertise vs coding gap." Deconstructs complex trading intuition into independent logical entries, then reassembles them via relational conditions for zero-code execution.
Gold Medal Teacher | Dual-Engine Educational Agent
The "Master Teacher" Paradigm
Architected a dual-engine system bridging the industry gap between subject-matter instructors (knowledge delivery) and pastoral educators (emotional support). It operates as an unbiased, digitized Master Teacher.
Cognitive-State Routing Engine
Engineered a dynamic routing matrix that autonomously switches between "Knowledge Explanation Mode" and "Psychological Coaching Mode" without human fatigue or emotional bias.
Pedagogical Verification Loop
Implemented an end-loop verification mechanism based on the Feynman technique. Upon detecting conceptual mastery, the agent forces a role-reversal to ensure deep comprehension.
Delivery Methodology | Zero-Code Dev Kit
SOP & QUALITYGuided Business-to-Logic Translation
Empowers non-technical domain experts to systematically articulate complex business requirements. The kit forces the AI to actively guide the user through structured specs.
Automated Lifecycle & Validation
Transforms the LLM into a process controller. It strictly manages development phases, executing fully automated coding and end-to-end verification without human intervention.
Enterprise-Grade Failsafe Architecture
Integrates atomic constitutions, automated data snapshots, and one-click rollbacks, ensuring zero-risk development iterations for non-technical users.