Technology, Information and Media
Active

Rocky W

Jurisdiction

Hong Kong S.A.R.

Experience

Seniority LevelDirector
Years of Experience15-20 years
Current StatusActive
Assistant Vice President
2023 - 2025

• As employee #1 in AI Digital team, defined company solution offering strategies and expanded to 3 new AI-driven solutions: GenAI Application Development (LLM, RAG, Agentic, Fine-tuning), Computer Vision and Advanced Analytics (Machine Learning and Deep Learning) for enterprise digital transformation • Built the team to 18 members and have developed 20 AI applications/products ranging across knowledge base, product recommendation, speech to text, code help, code conversion and video analytics systems for clients included Chinese banks, insurance companies, retailers, legal firms, transportation and governments, aligned with regulatory requirements (e.g., SOC 2, GDPR) • Provided pre-sales support for go-to-market team through client business research, project pitching, tender bidding, project budget planning, vendor management, and resource management; Implemented Agile project management across both AI teams and software development team with Azure DevOps, which was also the core for DevSecOps CI/CD pipelines and MLOps • AI Team Tech stack: Python, LangChain, LangGraph, PyTorch, Scikit-learn; Docker deployment on both On-premises and cloud (AWS, Azure, GCP), GPUs managed by Ray and vLLM • Digital Team Tech stack: Vue.js / React.js, Java, Oracle, MS SQL Server, Crystal Report

Skills

Core skills0
Languages2

Languages

English
Chinese

Services