Andy Phua
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Andy Phua Email & Phone Number

AI Engineer at Williams-Sonoma Asia
Location: Singapore 9 work roles 2 schools
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Current company
Role
AI Engineer
Location
Singapore
Company size

Who is Andy Phua? Overview

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Quick answer

Andy Phua is listed as AI Engineer at Williams-Sonoma Asia, a with 46 employees, based in Singapore. AeroLeads shows a matched LinkedIn profile for Andy Phua.

Andy Phua previously worked as Senior Data Analyst at Williams-Sonoma Southeast Asia and Staff Officer in Force Development at Singapore Army. Andy Phua holds Master Of Science - Ms, Analytics from Georgia Institute Of Technology.

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Williams-Sonoma Asia

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Profile bio

About Andy Phua

I am a highly motivated and proactive professional with a strong foundation in Python and SQL for data analysis, and a solid grasp of machine learning fundamentals in the realm of data science. I am passionate about developing innovative solutions and learning new technology stacks to drive business success, and always seeking opportunities to apply my expertise in creating actionable insights from complex datasets. I thrive in collaborative environments and working with cross-functional teams, leveraging data-driven strategies to achieve measurable results.

Current workplace

Andy Phua's current company

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Williams-Sonoma Asia
Williams-Sonoma Asia
AI Engineer
Singapore
Employees
46
AeroLeads page
9 roles

Andy Phua work experience

A career timeline built from the work history available for this profile.

Senior Data Analyst

Singapore

- Performed monthly regular data processing using mySQL, ensuring accuracy and efficiency in data retrieval and manipulation for business reporting.- Automated data extraction across various supply chain management platforms using Python and Selenium, reducing manual efforts by 50% and improving data retrieval speed by 40%.- Developed Python scripts for ETL processes, facilitating seamless data transfer from Snowflake to on-premise MySQL databases, ensuring data integrity and reliability.- Fine-tuned Large Language Model for OCR and document understanding by performing annotation of datasets and processing text and layout information in order to optimize model for accurate text extraction and structural comprehension.- Utilized dbForge for validation in data migration project, ensuring data integrity and reliability for subsequent decision-making processes.- Built and deployed Power BI dashboards serving users across five regional offices, enhancing real-time data access and decision-making capabilities.- Generated PDF reports from Power BI dashboards using Power Automate, streamlining report generation and improving the quality of business materials.- Implemented version control within the team using Git, ensuring efficient collaboration and tracking changes in code and data workflows.

Staff Officer In Force Development

- Developed comprehensive plans and strategies for the transformation of the SAF to next-gen capabilities, enhancing operational readiness and strategic goals.

Sep 2021 - Jul 2022

Battalion Operations Officer, C4I Unit

- Supervised high-functioning team of 8 to plan and coordinate day-to-day operational and training requirements for the unit.- Led the development of business continuity plan during the COVID-19 pandemic and ensured a high level of readiness. This has resulted in zero downtime throughout me tenure and beyond.- Guided and supported several middle-management officers in the unit to achieve a high level of operational readiness and training outcomes.- Served as a key member of the safety committee, to strengthen key safety standard operating procedures and strengthened the safety culture in the unit. This effort has led to the achievement of the highest grading for the annual safety audit.- Coded a menu-based Telegram chatbot using Python to provide quick safety information access and dissemination.

Feb 2020 - Sep 2021

Assistant Director, Future Systems Technology Directorate

Ministry Of Defence Of Singapore

- Collaborated closely with the Defence Technology Community to conceptualise and develop future and game-changing technologies and capabilities for the Army.- Involved as a member of various project management teams to ensure that project milestones were on tracked and deliverables were showcased accordingly to requirements and schedule.- Managed several technology projects, driving the development of innovative technologies and capabilities for the Army.- Successfully delivered multiple projects on time and within budget, significantly enhancing the Army's technological edge.

Dec 2018 - Feb 2020

Company Commander, C4I Battalion

- Responsible for the training, morale, and discipline of more than 80 soldiers.- Designed a structured and effective training system to build up the technical skills and competencies of individuals in the unit and ensured a high level of operational readiness.- Contributed to the unit's achievement as the Best Signal/C4I Unit for SAF Best Unit Competition 2019.

Aug 2017 - Dec 2018

Head Multimedia, National Day Parade 2018 Committee

- Spearheaded a high-functioning team of 20 individuals to create and oversee multimedia content pre-production, production and post-production.- Assisted other National Day Parade Committees in defining their content requirement and committed to deliver outstanding content to support their segment.- Led the collaboration efforts with external media agencies in the production of content, including project management aspects such as tender and tender evaluation.- Oversaw the full planning process and tracking of timeline to ensure that multimedia content were delivered for rehearsals to actual shows, and with fast-cycle turnaround of every content after every rehearsal.- Delivered a total of 11 multimedia content, from interactive media, animations to short film, as part of the National Day Parade 2018 to deliver an immersive and emotive experience for both live and home audience.

Dec 2017 - Aug 2018

Staff Officer In Plans Department

- Conducted a stocktake on the Army's Integrated Command and Control development and charted out the roadmap for continual development in areas of capabilities and transformation.- Collaborated with a wide range of stakeholders across the Army and Defence Technology Community to develop next generation command and control system and capabilities.- Organised and facilitated divisional-level meetings for upper management to formulate strategies for future development.

May 2016 - Aug 2017
Team & coworkers

Colleagues at Williams-Sonoma Asia

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2 education records

Andy Phua education

Master Of Science - Ms, Analytics

Data & Visual Analytics (CSE 6242) - A (100/100) [D3.js, Hadoop, Pig, Hive, Spark, HBase, Streamlit, AWS, Azure, Google Cloud Platform].

Bachelor Of Engineering - Be, Electrical And Electronics Engineering, Honours

Graduated with Honours (Highest Distinction) Cumulative Average Point: 4.60/5.00

FAQ

Frequently asked questions about Andy Phua

Quick answers generated from the profile data available on this page.

What company does Andy Phua work for?

Andy Phua works for Williams-Sonoma Asia.

What is Andy Phua's role at Williams-Sonoma Asia?

Andy Phua is listed as AI Engineer at Williams-Sonoma Asia.

Where is Andy Phua based?

Andy Phua is based in Singapore while working with Williams-Sonoma Asia.

What companies has Andy Phua worked for?

Andy Phua has worked for Williams-Sonoma Asia, Williams-Sonoma Southeast Asia, Singapore Army, and Ministry Of Defence Of Singapore.

Who are Andy Phua's colleagues at Williams-Sonoma Asia?

Andy Phua's colleagues at Williams-Sonoma Asia include Jim Vines, Rosemarie Wilson, Gabrielle Hanna, Grace Schlaack Barajas, and Sabina Bacino.

How can I contact Andy Phua?

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What schools did Andy Phua attend?

Andy Phua holds Master Of Science - Ms, Analytics from Georgia Institute Of Technology.

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