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Yiping Woo

Yiping Woo

Engineer / Data Analyst

Technology / Internet

Woodlands

Social

About Yiping Woo:

Fast, adaptive and details-orientated to plan ahead and build effective solutions through evaluation, coordination and innovation.

Experience

Artificial Intelligence Engineerat Prudential Assurance Company Singapore
January 2023 – Present

  • Automated the process of extraction, analysis, and visualization of large datasets using Python, Power BI and Power Automate.
  • Developed cost-effective NLP solutions using advanced models like Llama-2, GenAi and OpenAI for sentiment analysis, keyword extraction, classification, and generative feedback/analysis.
  • Designed and deployed interactive dashboards using Power BI, facilitating data-driven insights for monthly feedback analysis.
  • Engineered a user-friendly UI with Streamlit to generate FAQs using OpenAI to deliver data-driven tools for decision support.

 

Executive Project Engineer at Land Transport Authority of Singapore
March 2020 – November 2022

  • Managed complex infrastructure project for the Jurong Region Line, aligning with contract specifications and timelines.
  • Led cross-functional teams and stakeholder engagements to resolve design and construction issues.
  • Conducted comprehensive data collection and analysis for project reporting, problem-solving and compliance monitoring.
  • Ensured compliance with design and regulatory standards when reviewing design and report submissions and supervising work progress.

 

Project Engineer at KTC Civil Engineering & Construction Pte Ltd
January 2018 – April 2019

  • Person-in-charge for critical instrumentation and geotechnical works for the construction of military airbase (DSTA project).
  • Team lead for multi-disciplinary coordination and collaboration of design, instrumentation and geotechnical works.
  • Chaired technical and design meetings, driving project progress, fostering team collaboration, and co-creating solutions with stakeholders.

Education

  • Certificate in RISE by BCG - Technology in Finance Immersion Program (Artificial Intelligence)
    01/2023 - 05/2023
  • Bachelor’s in Civil Engineering, Nanyang Technological University (NTU)
    2014 – 2018
  • Diploma in Civil Engineering with Business, Singapore Polytechnic
    2010 - 2014

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