I am a SWE at
I have industrial experience in full-stack development and machine learning. I also have experience in managing projects and gathering user requirements. I am comfortable programming in JavaScript, C++, Go, and Java. My main programming language is Python.
Experiences
Data Analytics/Natural Language Processing Intern at GovTech
Jan 2020 - Jul 2020
Developed dashboard to integrate NLP models for visualizing and cleaning dataset
Deployed dashboard on Kubernetes cluster on AWS
Software Engineer at AI Singapore
Jun 2022 - Present
Developed scalable computer vision algorithms to support online exam grading
Trained OCR models on self-annotated handwriting datasets
Deployed AWS resources with Terraform compliant with NUS IT security
Demonstrated product features and gathered feedback and requirements
Algorithm Engineer Intern at Shopee
Dec 2021 - May 2022
Extracted embeddings to cluster text with similar semantics in batches
Performed model distillation to learn model weights with fewer parameters
AI Developer Intern at Augmentus
May 2021 - Sep 2021
Trained object detection models to locate the object position in the image
Created training pipeline on AWS to queue and train models
System Engineer Intern at GovTech
Dec 2020 - March 2021
Trained crowd-counting model to estimate the number of people in an image
Deployed model on Jetson device to estimate crowd count from security cameras
Data Analytics/Natural Language Processing Intern at GovTech
Jan 2020 - Jul 2020
Developed dashboard to integrate NLP models for visualizing and cleaning dataset
Deployed dashboard on Kubernetes cluster on AWS
Software Engineer at AI Singapore
Jun 2022 - Present
Developed scalable computer vision algorithms to support online exam grading
Trained OCR models on self-annotated handwriting datasets
Deployed AWS resources with Terraform compliant with NUS IT security
Demonstrated product features and gathered feedback and requirements
Algorithm Engineer Intern at Shopee
Dec 2021 - May 2022
Extracted embeddings to cluster text with similar semantics in batches
Performed model distillation to learn model weights with fewer parameters
AI Developer Intern at Augmentus
May 2021 - Sep 2021
Trained object detection models to locate the object position in the image
Created training pipeline on AWS to queue and train models
System Engineer Intern at GovTech
Dec 2020 - March 2021
Trained crowd-counting model to estimate the number of people in an image
Deployed model on Jetson device to estimate crowd count from security cameras
Data Analytics/Natural Language Processing Intern at GovTech
Jan 2020 - Jul 2020
Developed dashboard to integrate NLP models for visualizing and cleaning dataset
Deployed dashboard on Kubernetes cluster on AWS
Projects
Sixth Sense (Increase digital presence of Bengkala for experiential tourism)
Jan 2019 - Aug 2019
Led a group for a community service project to promote experiential tourism
Developed website for the community to update and share stories of themselves
CG4001 B. Eng. Dissertation (Teleoperate robotic arm via 3D pose estimation)
Aug 2021 - Apr 2022
Trained pose estimation models to estimate 3D hand and bosy poses from images
Integrated pose estimation models to remotely control robotic arm
CG4002 Computer Engineering Capstone Project (Create wearable devices to classify dance moves)
Jan 2021 - May 2021
Performed time and frequency domain feature engineering on time series data
Trained machine learning model in PyTorch to classify dance moves
Sixth Sense (Increase digital presence of Bengkala for experiential tourism)
Jan 2019 - Aug 2019
Led a group for a community service project to promote experiential tourism
Developed website for the community to update and share stories of themselves
CG4001 B. Eng. Dissertation (Teleoperate robotic arm via 3D pose estimation)
Aug 2021 - Apr 2022
Trained pose estimation models to estimate 3D hand and bosy poses from images
Integrated pose estimation models to remotely control robotic arm
CG4002 Computer Engineering Capstone Project (Create wearable devices to classify dance moves)
Jan 2021 - May 2021
Performed time and frequency domain feature engineering on time series data
Trained machine learning model in PyTorch to classify dance moves
Sixth Sense (Increase digital presence of Bengkala for experiential tourism)
Jan 2019 - Aug 2019
Led a group for a community service project to promote experiential tourism
Developed website for the community to update and share stories of themselves
Awards
NUS Merit Scholarship
Jul 2018
Awarded NUS Merit Scholarship for outstanding academics, ccas, and leadership
Deans List AY2021/2022 Semester 2
July 2022
Attained Dean’s List for top 5% in academic achievement in cohort
NUS Hack&Roll Winner
Jan 2022
Awarded winning project out of 206 teams in NUS Hack&Roll
CG4002 Computer Engineering Capstone Project Commendation Letter
Dec 2021
Received commendation letter out of 92 students for capstone project
NUS Merit Scholarship
Jul 2018
Awarded NUS Merit Scholarship for outstanding academics, ccas, and leadership
Deans List AY2021/2022 Semester 2
July 2022
Attained Dean’s List for top 5% in academic achievement in cohort
NUS Hack&Roll Winner
Jan 2022
Awarded winning project out of 206 teams in NUS Hack&Roll
CG4002 Computer Engineering Capstone Project Commendation Letter
Dec 2021
Received commendation letter out of 92 students for capstone project
NUS Merit Scholarship
Jul 2018
Awarded NUS Merit Scholarship for outstanding academics, ccas, and leadership
