ZW offers unique and comprehensive AI/ML solutions to accelerate new product development, optimize manufacturing processes, and enhance operational efficiency in the advanced materials industry - challenges that traditional statistics, modeling and simulation, and operations research cannot fully address.Key Features of ZW’s AI/ML Solutions Include:- Industry Expertise Integration: Leveraging decades of experience in advanced materials combined with sophisticated AI capabilities.- Advanced AI Techniques: Utilizing Generative AI (including Local LLM & RAG) alongside specific supervised and reinforcement learning models such as MLP, CNN, RNN, MMS, DQN/TD3.- Optimization Algorithms: Implementing Bayesian Optimization and advanced engineering optimization algorithms to fine-tune AI/ML models, hyperparameters, and solutions.- Comprehensive AI Services: Offering end-to-end AI solutions encompassing model development, testing, and automated deployment in production environments, focusing on critical industry attributes such as cost, performance, quality, and throughput.- Fast, Low-Cost, and Substantial ROI Solutions: Delivering effective, rapid, and cost-effective AI/ML solutions that typically achieve a return on investment greater than 10X.Application and Material Coverage:ZW’s AI/ML solutions are applicable across a wide range of materials and key sectors:- Materials and Manufacturing: Glass, Ceramics, Glass-Ceramics, Plastics, Polymers, Silicones, Specialty Chemicals, Composite Materials, Additives, Metals, etc. and CNC Machine Shops.- Industries: Semiconductor, Electronics, Display Technology, Consumer Products, Electric Vehicles and Batteries, Telecom and Photonics, Renewable Energy, Healthcare, Biologics and Biopharma, Air/CO2 and Water Treatment, and more.Empowering Innovation:ZW's AI/ML software products empower scientists, engineers, and manufacturing personnel, putting the transformative power of AI directly into their hands.

• Provide effective and low cost B2B E-commerce services to small and midsize enterprises (SMEs) to create business growth opportunities by connecting global customers and suppliers

Major responsibilities including (1) leading and managing global technology group (US, Asia, EU); (2) providing innovative products/solutions for semiconductor, telecom, and renewable energy industries; (3) creating and executing business and technology strategies

• Lead Corning Asia Technology Center including China, Taiwan and India R&D Labs• Focus on developing innovative products and capture the regional market opportunities in Asia including product development, manufacturing, and commercialization

Responsible for developing and delivering a critical product line to key customers with P/L responsibility for two major Corning business divisions by leading cross-functional groups of commercial, business development, marketing, manufacturing, and technology.

Direct a large and diverse R&D group working on material and material process R&D.

led and completed 3 major projects in MEMS, optical network, and ceramic catalytic converters

Completed 15 projects in LCD display glass, ceramic materials for diesel filters and auto catalytic converters, MEMS for optical switches, novel optical fiber, HPFS glass for semiconductor steppers, and fundamental research and development work.

Completed the entire design, manufacturing, and process testing for 10 commercial Freeze Dryers