Summary
Overview
Work History
Education
Skills
Websites
Projects
Certification
Accomplishments
Extracurricular Activities
Languages
Timeline
Generic
Lee Hong Yi

Lee Hong Yi

Summary

I am a dynamic and results-driven technology professional specializing in Applied AI and Analytics, with a proven track record of leveraging cutting-edge technologies to deliver innovative solutions. I have a strong foundation in machine learning, data science, and advanced analytics, supported by hands-on experience in building predictive models, designing intelligent automation systems, and optimizing data workflows. I demonstrate expertise in translating business needs into actionable insights and deploying scalable AI solutions to enhance operational efficiency. I excel at collaborating cross-functionally to solve complex problems, lead strategic initiatives, and create data-driven cultures. I'm passionate about empowering organizations to harness the full potential of AI for smarter decision-making and sustainable growth. I seek opportunities where I can contribute my deep technical knowledge and strategic vision in challenging projects at the forefront of technology.

Overview

3
3
years of professional experience
1
1
Certification

Work History

Conceirge Officer

Knight Frank
02.2024 - Current
  • Enhanced guest satisfaction by promptly addressing inquiries and resolving issues in a professional manner.
  • Implemented a proactive approach to anticipating guest needs, resulting in increased satisfaction ratings from visitors.
  • Handled sensitive situations involving upset or dissatisfied guests professionally and efficiently to restore positive relations.

Service Staff

Ippudo
11.2021 - 03.2022
  • Maintained a clean and organized workspace, contributing to a positive work atmosphere for both employees and customers.
  • Demonstrated flexibility in scheduling by working various shifts as needed, including weekends and holidays, exhibiting reliability as a team member.
  • Conducted routine maintenance tasks such as cleaning equipment or restocking supplies, ensuring smooth daily operations.

Education

Diploma in Applied AI & Analytics -

Singapore Polytechnic
05.2025

GCE O-Levels -

Swiss Cottage Secondary School
Singapore
11.2021

Skills

  • Data Analysis
  • Machine Learning
  • Web Development
  • Photo/Videography
  • Event Planning
  • Multitasking proficiency
  • Detail-oriented mindset

Projects

Analytics Enabled Road Inspection System

  • Made use of computer vision to automate the process of road defect inspection.
  • Integrated with GIS platforms for seamless data collection and reporting
  • Improved inspection speed and consistency
  • Reduced Inspection times by 100% compared to manual methods.


Identifying the impact of temperature and humidity on dengue cases.

  • Used the "pandas" library to clean and wrangle data, producing infographics to inform the government as to how the spread of the Dengue virus can be reduced.
  • Learned that due to Singapore's climate, the weather has minimal impact on the spread of Dengue in Singapore. Instead, governmentled initiatives would be more effective in combating the spread of the disease.


Certification

  • Supervised Learning with scikitlearn
  • Intermediate Data Visualization with Seaborn
  • Introduction to Deep Learning with Keras
  • Generative AI Concepts

Accomplishments

  • Batey Hackathon Semi-Finalist, Singapore Polytechnic, Ideated and prototyped an application to get elderly to lead an active lifestyle, based on the theme of "adventure".
  • Model United Nations, Swiss Cottage Secondary, Exhibited analytical skills, and navigated the complexities of international diplomacy through participation as a delegate.Won Best Resolution award for the United Nation Human Rights Council.Won Best Delegate for the United Nations Human Rights Council.

Extracurricular Activities

President, School of Computing Club, Singapore Polytechnic, 

  • Ensures adherence to proposal guidelines and deadlines, consistently delivering high-quality proposals to Student Development.
  • Effectively oversees and controls budget, implementing measures to ensure seamless event execution while staying within allocated financial boundaries.
  • Liases with other clubs in Singapore Polytechnic, promoting collaboration and allowing for fun and interactive events for students, while attempting to target as large a audience as possible.


Executive Committee Member (Operations), Singapore Polytechnic Artificial Intelligence, Singapore Polytechnic

  • Planned and executed events for people interested in Artificial Intelligence.
  • Created event proposals, planned timelines, and prepared relevant materials for events.

Languages

Chinese (Mandarin)
Bilingual or Proficient (C2)
English
Bilingual or Proficient (C2)

Timeline

Conceirge Officer

Knight Frank
02.2024 - Current

Service Staff

Ippudo
11.2021 - 03.2022

Diploma in Applied AI & Analytics -

Singapore Polytechnic

GCE O-Levels -

Swiss Cottage Secondary School
Lee Hong Yi