- Led a team of 2 in Developing an AI-based prediction system using OCR, algorithm and machine learning to analyze chip drilling results. Automated defect classification improved yield rate and reduced labor costs by over 50%. - Developing an AI-based prediction system using Scikit-Learning and algorithm to analyze material data. Automated prediction improved yield rate and reduced labor costs by over 30%. - Built a data-mining and alerting system with FastAPI, automating PPM compliance checks from product data. The system eliminated manual verification and reduced labor input by over 200%. - Migrated TSMC’s test data to a hybrid SQL + NoSQL architecture with a custom dashboard. Enabled faster access and analysis, saving nearly 30% in manpower resources. - Leveraged FastAPI, OpenCV, and AI models to replace manual image review. Achieved 30x prediction speed, 5x faster file processing, and 100% labor cost savings. - Developed a centralized data access service using Express to standardize SQL/NoSQL CRUD operations. Eliminated redundant development and reduced query effort by 50% and maintenance workload by over 100%. - Nominated as a “Key Talent” for three consecutive years (2022–2024).

- Designed and developed the IDH backend workflow system using Python and Prefect, integrating task automation features such as SQL execution, CSV handling, and email delivery. This system became a core product offering, supporting commercialization and long-term client usage. - Integrated tools like Docker, Redis, Kafka, and a custom Java JDBC server to enhance data throughput and connection handling. These optimizations improved system performance by 20–30%, reduced latency, and strengthened backend service stability.

- Led the development and deployment of a facial recognition system using Face++, integrating with Android, backend services, and Bosch cameras. Deployed across factories in Taiwan and China, saving over CNY 3–5 million annually in HR costs and replacing manual attendance processes. Also built cloud-based VM infrastructure for backup and video storage. - Built secure cloud/server centers in Taipei and Hsinchu to pass Cisco audits, effectively avoiding NT$30 million in potential fines. Enhanced data protection for surveillance and attendance records across sites. - Maintained internal and client-facing mobile apps across Android/iOS, incorporating user feedback, push notifications, and deployment automation. Assisted clients in app deployment under Linux, enabling real-time communication with end users. - Developed product identification functions to validate serial numbers on the line, reducing errors and saving over NT$2 million in production costs. - Honored with Best New Employee Award in 2014 for outstanding performance, rapid integration, and cross-functional contributions during the first year at Foxconn. - Awarded the Best Newcomer Innovation Prize in Hon Hai's 2014 New Cadre Program.

- Conducted monthly WHQL testing on desktop and notebook systems (CPU, VGA, Wi-Fi, touch panels) across multiple Windows OS versions. Successfully completed over 3 projects/month, supporting vendors in meeting product shipment schedules and regulatory compliance. - Detected OS expiration date issues in Dell and HP projects and collaborated directly with Microsoft to resolve them. Prevented potential shipment delays and ensured ongoing compliance with WHQL certification standards.