Skills

Systems Engineering

To cope with change while setting a direction to align the project team towards the objective of the Organization.

Prototyping & Fabrications

Finding the simplest solutions to the most complex of problems.

Robot Operating System (ROS)/ Robot Operating System 2 (ROS2)

Defining an interface where robots and machines can come together as one. To explore the fundamentals of the Robot Operating System (ROS), the architecture of ROS Control, and its applications in the field of robotics.

Project Management

To define the Project Management Plan (PMP) to align the project team with the scope necessary for project success.

Projects

SPARK Challenge 2026 — Event-Based Pose Estimation

Achieved 9th place globally at AI4Space 2026 (CVPR 2026) by building a 6-DoF spacecraft pose estimation pipeline from event-camera data using voxel-grid encoding and geodesic loss on SO(3).

Skills: PyTorch, Event Cameras, 6-DoF Pose Estimation, Deep Learning

CubeSat Building Workshop (SpaceFaculty)

Built a complete CubeSat avionics stack with three Arduino-based subsystems (GS, OBC, ADCS) communicating over LoRa 434 MHz with PID sun-pointing control and token-based security.

Skills: Arduino, LoRa, PID Control, Satellite Systems, Embedded C++

IoT Biosensor & Biocide Dispensing System

Developed an end-to-end IoT system featuring an Android app for image-based bacterial concentration analysis, integrated via MQTT with a Raspberry Pi automated dispensing system.

Skills: Python, Android Studio, Raspberry Pi, IoT (MQTT), Image Processing

RSE4018 Capstone — ONNX Inference Adapter

Designed a generic C++ inference adapter for the OMRON FH-L551 vision controller, achieving ~50% latency reduction through zero-copy IoBinding, fused preprocessing, and OS-level optimizations on SSE4.2-only hardware.

Skills: C++17, ONNX Runtime, OpenCV, Embedded Systems, Performance Optimization

OMRON Internship — Robotics Solutions

Deployed autonomous Mobile-Manipulator systems, architected an edge AI inference API, and delivered a real-time hand-tracking demo to the Minister of State at ITAP 2025.

Skills: C++, Python, PLC, Edge AI, Modbus RTU, TMflow, Digital Twin

Systems Engineering Project 2 (SEP2) (Ongoing)

Define an Innovative Food Printing system using a Systems approach. The formal application of Systems Engineering Concepts & Principles based on 15288 Processes

Skills: Systems Engineering, Project Management, Embedded Systems, SOLIDWORKS

Project 4

Collaborated with industry partner Bolloré Logistics in line with academic project: Project 4 to tackle problem statement: "Simulate assembly line automation. Using robotics and machines, the students can also model out before and after automation to show the productivity improvement and reduction of reliance on human resources."

Skills: Project Management, ROS2, Visual Components, RoboDK, Embedded Systems, SOLIDWORKS

Project 3

Develop Project Management Skills with reference to Project Management Body of Knowledge (PMBoK) and design a maze-solving algorithm with the use of Robot Operating System 2 (ROS2) Framework without any hardware.

Skills: Project Management, ROS2

Systems Engineering Project 1 (SEP1)

Fabricate a landmark of Singapore and design a maze-solving algorithm with the use of Robot Operating System (ROS) Framework that can be implemented on AgileX LIMO, the Robotics Systems Platform given.

Skills: Systems Engineering, ROS, SOLIDWORKS

Project 2

Design and fabricate a torchlight holder that is able rotate on the X-axis and switch on the torchlight. Build upon Project 1: Design a Object-Oriented Colour-Tracking code and develop Embedded Systems foundation with the use of hardware and software to enable wireless communication with each other: Parallax Propellor Board, STM32 Board, RoboClaw, Pixy Cam, Ultrasonic sensors, Tof sensors and Mecanum Wheels.

Skills: Embedded Systems, SOLIDWORKS

Project 1

Develop foundational Mechanical, Electrical and Software skills: Using a given Robotics Platform, demonstrate Obstacle Avoidance Capabilities to get to a target destination with the use of Ultrasonic sensors and Tof sensors.

Skills: Embedded Systems, SOLIDWORKS

Interdisciplinary Design Innovation

Collaborated with SIT Accountancy undergraduates to address a problem statement under KPMG Theme: "Promote an inclusive working culture."

Skills: Design Thinking, Critical Thinking, SOLIDWORKS