Computer Vision Engineer

• Jul 2023 - Present

Data Acceleration/ Machine Learning Engineer

• Jun 2022 - Jul 2023

■ Driving innovative POC projects to help grow the business with data science, AI and ML solutions. ■ Identification of critical parameters for statistical process control system for industrial gas plants. ■ Designed custom image segmentation backed solutions for user safety at hydrogen refueling station (Japan) with YOLOv7. ■ Built interactive web app POC with Streamlit, Flask, REST API, AWS Services. ■ Assisted software engineering team on delivering MVP for internal material sourcing web app that utilizes AWS Serverless Framework and Angular. Show less

Senior AI Researcher for Digitalisation & Automation Team

• Nov 2019 - Jun 2022

■ Involved in multiple projects in automation, robotics, computer vision, artificial intelligence, machine learning, deep learning, data analysis, database management, project management, etc. ■ Deployed glove defect detection system on custom data with YOLOv3 (Darknet). ■ Experienced with Python concurrency using multithreading and multiprocessing to develop fast response vision application that can cope with high rate data. ■ Built full-stack desktop application with PyQt framework for glove tracing system equipped with real-time visualization and full-fledged backend database integration. ■ Designed algorithmic approach to generate optimum carton loading arrangement for container using Genetic Algorithm. ■ Extended carton loading solution with Deep Reinforcement Learning (Deep RL) by creating custom OpenAI Gym environment that is trainable by common Deep RL algorithm such as DQN, PPO, A2C. ■ Introduced pose estimation solution to glove industry with DeepPoseKit to give computer vision the ability to track glove's key points in real-time. ■ Worked with multiple industrial robotic arms, ABB (6-DoF), Delta (Scara), Hiwin (Delta). ■ Developed full vision-backed pick-and-place automation system with pose estimation solution and robotic arms. ■ Exposed to autonomous driving project using SLAM based LIDAR indoor position system for smart warehouse application. ■ Built multiple computer vision solutions with OpenCV, Tensorflow, Keras, PyTorch. Show less

J1 Work Exchange Participant

• Jun 2019 - Sep 2019

Work Exchange Participant under CIEE Work and Travel USA during the summer break for 2019. Worked as a Food & Beverage Associate in a restaurant in Cedar Point. Promoted as a supervisor 2 months into the program to oversee the overall operations. Work Exchange Participant under CIEE Work and Travel USA during the summer break for 2019. Worked as a Food & Beverage Associate in a restaurant in Cedar Point. Promoted as a supervisor 2 months into the program to oversee the overall operations.

Intern for Data Center Group

• Jun 2018 - Sep 2018

Tasked to work closely with product development engineers and data analysts in silicon development group. Developed a C# error prevention system GUI for server chipset to replace time-consuming, error-prone manual processes with elegant, automated solutions. Participated in test automation improvement and optimization. Responsible for Python scripts to provide data driven decision to improve manufacturing processes. Tasked to work closely with product development engineers and data analysts in silicon development group. Developed a C# error prevention system GUI for server chipset to replace time-consuming, error-prone manual processes with elegant, automated solutions. Participated in test automation improvement and optimization. Responsible for Python scripts to provide data driven decision to improve manufacturing processes.

Intern for Biji-Biji Tech Team

• Jun 2017 - Sep 2017

Worked on multiple installations designed with various single board computers such as Arduino, Raspberry Pi, ESP8266 coupled with sensors and actuators. Designed IoT workshop implemented in C codes that uses MQTT protocol for a makerspace caters for local community. Developed knowledge on Computer Science such as database, networking and computer architecture. Exposed to rapid prototyping using 3D printing and laser engraving. Worked on multiple installations designed with various single board computers such as Arduino, Raspberry Pi, ESP8266 coupled with sensors and actuators. Designed IoT workshop implemented in C codes that uses MQTT protocol for a makerspace caters for local community. Developed knowledge on Computer Science such as database, networking and computer architecture. Exposed to rapid prototyping using 3D printing and laser engraving.

Organising Committee President for FORWARD Project

• Nov 2015 - Apr 2016

FORWARD is an education based project initiated to guide the indigenous communities in rural areas to a better future. In efforts to transform and improve the standard of living of the indigenous communities, we provide them with basic education, show them the world outside and create awareness about the importance of literacy. Led a team consists of local and international volunteers in creating lessons and workshops to promote cultural exchange and English empowerment to the local indigenous community in Broga, Selangor. Show less