Vincent Cheung

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Data & Systems Analyst

Connectus Global

Mar 2022 - Current (3 years 6 months)

 Acted as the integration generalist to research, prototype, implement and maintain the company's Ultra-Wide-Band (UWB) based Real Time Location System (RTLS) solution stack including hardware, software & networking  Liaised with international partners from Czech, Ireland and China on value added solution integration  Produced an integrated, cross-platform backup and restore utility using Python (Selenium, Tkinter, Pyinstaller, etc.) in both CLI & GUI format to take snapshots for MySQL & MongoDB easily. The outcome was to enabled clients to perform system backup & restore easily without the need of IT professionals  Streamlined the on-premise application provisioning process using the Make utility, Bash scripts and docker-compose. The o

A

Associate Machine Learning Developer

Jan 2021 - Mar 2021 (3 months)

Assigned by AltaML, engaged with ATB Financial to:  Improved ML models for product recommendation using customer's historical transactional behavior and business metrics  Applied ML algorithms such as Random Forest, KNN, UMAP and PCA for model predictions using GCP Vertex-AI Jupyter Notebooks  Extended and adopted the models to other product categories  Improved existing Data Engineering practices using GCP BigQuery  Created interactive dashboards on customer metrics using Google Looker Studio for deeper understanding of customer behaviors  Overcame the multi-identification issue between different business systems and unified the identities in an orderly and structural manner. Produced new datasets more effectively from different dat

IT Process & Operations Architect

Dimension Data

Apr 2015 - Mar 2017 (2 years)

 A member of the Next Generation Data Centre (NGDC) team aimed at driving IT transformational initiatives at selective strategic accounts through consultative selling.  Conducted executive workshops to help clients on value proposition for transformation initiatives, identify viable solution options and derive roadmap for change.  Promoted client adoption to DD Cloud platform and DD Managed Services.  Acted as the regional lead for ITSM consulting practice to promote knowledge sharing and support among the community.

Project Manager / Solutions Architect / Senior Consultant

Hewlett Packard

Dec 1995 - Apr 2015 (19 years 5 months)

 A senior member in HP Technology Consulting / HK. Core responsibility was to deliver consulting and system integration solutions to HP's major enterprise clients.  Primary expertise on ITSM consulting and solution integration projects. Acted as team lead on ITSM consulting and implementation based on ITIL best practices. Helped client organizations by transforming legacy discrete IT processes to an integrated Service Management System through adopting ITIL and ISO/IEC 20000.  Project Management on working with local team, other HP Business Units, client teams, local partners, HP Best Shore Centers (India / China) and product labs during project delivery. Experienced in communicating and collaborating with expertise of different cultures

Vincent Cheung

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Vincent Cheung