Summary
Overview
Work History
Education
Skills
AWARDS AND ACHIEVEMENTS
CERTIFICATIONS
Timeline
Generic

TAN MING HUI

GRADUATING STUDENT AT SINGAPORE INSTITUTE OF MANAGEMENT (UNIVERSITY OF LONDON)

Summary

I am a Computer Science student passionate about leveraging data to extract actionable insights and support evidence-based decision-making. Experienced in data collection, preprocessing, labeling, and model training, with proficiency in Python and exposure to machine learning and statistical analysis. Motivated to apply analytical and technical skills to interpret complex datasets and drive data-informed solutions.

Overview

3
3
years of professional experience
2
2
Languages

Work History

Admin, Medical Affairs - Education Office

National University Health System
07.2022 - 08.2022
  • Provide support in Clinician's Orientation and other workshops
  • Assist in data entry
  • To be involved in designing Grand Round EDM/poster
  • Assist in managing job shadowing applications

Admin Support Assistant (NS)

Singapore Armed Forces (SAF)
07.2020 - 07.2020

Role

  • 6th NSF Council Chairman
  • Personal Assistant to Hub Head, HQ CSSCOM

Job Scope

  • Supported the planning and execution of multiple workshops, including Contract Management, Contract Liaison Officers, and Operations Manager Workshops.
  • Contributed to innovation initiatives under the Smart Camp project, introducing advanced solutions such as service robots, facial recognition locker systems, and containerized gym facilities.
  • As NSF Council Chairman, organized self-help workshops and talks, coordinated bonding activities for servicemen, and planned large-scale events such as festive celebrations (e.g., Christmas).
  • As Personal Assistant to the Hub Head, managed schedules, coordinated with officers, and facilitated the planning of events and meetings involving the Hub Head.

Technology Architect

Certis Technology
02.2020 - 05.2020

Certis – Centre for Applied Intelligence (CCAI), AI Training

  • Contributed as a member of the AI Training Team, supporting end-to-end workflows in data collection, preprocessing, labeling, and model training for various AI detection solutions.
  • Gathered and curated high-quality image and video datasets to ensure relevance and usability for diverse customer scenarios.
  • Annotated data using industry-standard tools such as CVAT and LabelImg Master to facilitate accurate computer vision model development.
  • Developed and trained new AI detection models with YOLOv3, improving detection accuracy through iterative on-site testing and experimentation.
  • Collaborated with interns and specialists to design Python scripts that streamlined data collection and automated file format conversions (YOLO 1.0 to JSON), enhancing team efficiency.
  • Developed strong interpersonal communication, meticulous attention to detail, and proven competence working with a wide range of personalities and stakeholders.

Technology Architect Intern

Certis Technology
09.2019 - 02.2020

Certis – Executive Briefing Center (EBC)

  • Supported the establishment of the Executive Briefing Center to showcase and tailor technology solutions for clients, enabling proof-of-concept demonstrations.
  • Collaborated in presenting and demonstrating integrated software and hardware solutions in management and security to diverse customer groups.
  • Assisted the Assistant Vice President in delivering customized solutions to various government agencies, ensuring alignment with operational needs and strategic objectives.

Education

Bachelor of Science - Computer Science

Singapore Institute of Management (University of London)
Singapore
04.2001 -

Diploma - Mechatronics Engineering

Nanyang Polytechnic
Singapore
04.2001 -

Skills

    Python Programming

    Data Visualization

    Data Analytics

    Machine learning

    Natural Language Processing

    Database Management

    Deep Learning

    Javascript

    Internet of Things

    C

    PyTorch

    Teamwork

    Multitasking

    Critical thinking

    Communications

AWARDS AND ACHIEVEMENTS

MINDEF Service Excellence Award - Singapore Armed Forces (SAF)

July 2021 - September 2021

  • Recognized for outstanding service and contribution to the Singapore Armed Forces.


Nanyang Polytechnic Director's List 2018

April 2018 - October 2018

  • Attained Director's List for Diploma in Mechatronics Engineering in 2018


Singapore Robotics Game 2018

January 2018

  • Represented Nanyang Polytechnic to participate in the Singapore Robotics Game 2018
  • Successfully qualified up to quarter finals


CERTIFICATIONS

AWS Academy Graduate - AWS Academy Cloud Foundations

Amazon Web Services (AWS)

Issued Oct 2022 (https://www.credly.com/badges/03376a77-d1a0-4066-b489-28cdaa672310/linked_in_profile)

Timeline

Admin, Medical Affairs - Education Office

National University Health System
07.2022 - 08.2022

Admin Support Assistant (NS)

Singapore Armed Forces (SAF)
07.2020 - 07.2020

Technology Architect

Certis Technology
02.2020 - 05.2020

Technology Architect Intern

Certis Technology
09.2019 - 02.2020

Bachelor of Science - Computer Science

Singapore Institute of Management (University of London)
04.2001 -

Diploma - Mechatronics Engineering

Nanyang Polytechnic
04.2001 -
TAN MING HUIGRADUATING STUDENT AT SINGAPORE INSTITUTE OF MANAGEMENT (UNIVERSITY OF LONDON)