AI & Transformation

AI & DIGITAL TRANSFORMATION

Connecting technology with manufacturing practice, engineering knowledge and management decisions to support continuous operational improvement.

AI Process Optimization | RMB 2M+ Annual Benefits

At Changshu Jingyuan, used AI algorithms to analyze process parameters and identify manufacturing improvements, delivering more than RMB 2 million in annual cost benefits. Started with shop-floor problems and translated data analysis into actionable process changes.

Private Enterprise AI Agent | Knowledge & Operations

Led development of a private enterprise agent covering regulatory knowledge, equipment maintenance, quality and daily operations, supported by LLM applications and training.

A 30% reduction in quality staffing requirements is an estimated benefit, not a realized result.

Engineering AI Agent | Engineering & Technology Strategy

Introduced ongoing reviews of engineering workflows and patent protection, tracking technology evolution, competing technologies, patent gaps and design-around risks to support patent coverage, design improvements and IP strategy.

Automation | Equipment to Management Systems

At Shengwang, planned PLC / Kepware / OPC industrial communication standards connecting equipment data with management systems. Combined lean manufacturing, OEE and changeover management to establish foundations for smart manufacturing.

0 → 1 Entrepreneurship | Products, Manufacturing & Markets

Co-founded Suzhou Bochengkang, integrating wireless e-bike controls, cloud IoT, hardware–software R&D and SMT manufacturing. Built supply chains, teams and business development processes to bring innovation toward products and markets.

• Communication protocols achieved over 65% hardware compatibility and supported OTA updates.
• Cross-functional improvements reduced material inventory by more than 10%.
• Related products received a German iF Design Award and patents in multiple countries.

Long-Term Operational Value

Contributed to 20%+ cumulative production cost reduction over the career and led or participated in 20+ patent applications. Combines entrepreneurial resource integration, manufacturing management discipline and AI applications to improve competitiveness.

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Projects & Research Sources

Explore AI process cases, E-bike App planning and agentic workflow studies. Each case distinguishes personal participation, team validation, estimated benefits and reference studies.