Software Engineer

• Jul 2023 - Present

Student Lab Assistant

• Sep 2022 - Dec 2022

Assisted laboratory experiments for EE2010 Signals & Systems where Matlab is utilized. Assisted laboratory experiments for EE2010 Signals & Systems where Matlab is utilized.

Machine Learning Researcher

• Aug 2022 - Dec 2022

• Developed an object detection model in PyTorch for aircraft parts image retrieval with mAP50 of over 0.9 • Created a pipeline for automated creation of multi-view parts photos utilizing clustering algorithm • Developed an object detection model in PyTorch for aircraft parts image retrieval with mAP50 of over 0.9 • Created a pipeline for automated creation of multi-view parts photos utilizing clustering algorithm

Software Engineer (Computer Vision)

• Jan 2022 - Jun 2022

• Worked on a ResNet model for lens slot feature classification with 99% test accuracy • Implemented a Mask R-CNN model for object detection and segmentation resulting in IoU of more than 0.9 • Generated robotics model simulation pipeline for end product using company’s native library • Worked on a ResNet model for lens slot feature classification with 99% test accuracy • Implemented a Mask R-CNN model for object detection and segmentation resulting in IoU of more than 0.9 • Generated robotics model simulation pipeline for end product using company’s native library

SGInnovate Summation Apprentice

• May 2021 - Jun 2022

• Selected as one of the few talents for SGInnovate Summation Programme. • SGInnovate Summation Programme is an apprenticeship programme that places top-talents into high-potential Deep Tech projects with a competitive monthly stipend of S$3000 - S$6000 https://www.sginnovate.com/talentprogrammes https://www.sginnovate.com/apprenticeship/talent • Selected as one of the few talents for SGInnovate Summation Programme. • SGInnovate Summation Programme is an apprenticeship programme that places top-talents into high-potential Deep Tech projects with a competitive monthly stipend of S$3000 - S$6000 https://www.sginnovate.com/talentprogrammes https://www.sginnovate.com/apprenticeship/talent

Software Engineer (Machine Learning & Artificial Intelligence)

• May 2021 - Oct 2021

• Analyzed and created live dashboards using integrated Arc.Nets software and MicrosoftSQL • Developed an automation of user account creation for Arc.Nets using Arc.Flow with REST API • Built and deployed a YOLOv5 model to detect and classify machine status lights at shop floor with 30 fps • Analyzed and created live dashboards using integrated Arc.Nets software and MicrosoftSQL • Developed an automation of user account creation for Arc.Nets using Arc.Flow with REST API • Built and deployed a YOLOv5 model to detect and classify machine status lights at shop floor with 30 fps

Student Associate (Software Engineer)

• May 2021 - Aug 2021

• Developed the front end of a facility booking and auto-roster/scheduling management system using React • Worked on the backend and database of the system using Java and MicrosoftSQL • Developed the front end of a facility booking and auto-roster/scheduling management system using React • Worked on the backend and database of the system using Java and MicrosoftSQL

Software Engineer

• Feb 2021 - Jun 2021

• Developed the front-end of a social media mobile application using Flutter. • Developed the front-end of a social media mobile application using Flutter.

Machine Learning Workshop Coordinator

• Jan 2021 - Jun 2021

• Orchestrated a series of 8 data mining workshops across 6 months with a very positive overall feedback • Arranged and designed the entire curriculum for the workshops about Data Mining and Artificial Intelligence • Managed and supervised 18 other trainers and helpers for the workshops • Orchestrated a series of 8 data mining workshops across 6 months with a very positive overall feedback • Arranged and designed the entire curriculum for the workshops about Data Mining and Artificial Intelligence • Managed and supervised 18 other trainers and helpers for the workshops

Undergraduate Student Researcher

• Aug 2020 - Jun 2021

• Researched on structured transform learning algorithm for high dimensional data modelling under Professor Wen Bihan.• Implementated transform learning for video and image denoising.• Optimized for the best model of video denoising.

Web Designer

• Feb 2021 - Apr 2021

Designed EEE school's official website based on the guidelines.

Machine Learning Researcher

• Aug 2020 - Feb 2021

• Collaborated on a semi-supervised mask detection model using PyTorch • Deployed model with TensorRT to Jetson Xavier NX • Collaborated on a semi-supervised mask detection model using PyTorch • Deployed model with TensorRT to Jetson Xavier NX

Software Engineer

• May 2020 - Aug 2020

• Designed the interface of an international online learning website using React • Integrated the whole software including the front-end, back-end, and database using Amazon Web Services • Designed the interface of an international online learning website using React • Integrated the whole software including the front-end, back-end, and database using Amazon Web Services