Singapore, Singapore
"Stay uncomfortable - that's where you'll grow." I embrace the thrill of being challenged, and do my utmost to avoid my comfort zone. Growth occurs when we are pushed, after all. I strive to constantly learn new things, out of a passionate curiosity to discover how technology works. I'm keen on learning through hands-on experience, applying my skills to the real world and testing my problem-solving abilities. I've always been eager to learn about the tech and business industry, and would love to take advantage of any opportunity available to do so. Aside from a passion for technology, I enjoy all forms of sports and physical activities. I'm a varsity track and field athlete, as well as an avid gym and football enthusiast. I'm excited to be involved in the tech and finance industries, and hope to keep growing with those around me!
Worked on computer vision systems for semantic segmentation and dataset engineering. Assembled and refined a large-scale, multi-class image dataset through normalization, pixel inspection, and class balancing. Fine-tuned SAM2.1 with a custom semantic head, achieving improved performance over baseline models. Developed a dual-encoder fusion network combining transformer and CNN backbones for enhanced feature representation. Built a semi-automated annotation pipeline using detection and segmentation models to accelerate pixel-level labeling. Gained experience in domain adaptation techniques, model training workflows, and end-to-end AI system development.
Developed an in-house chatbot that provides employees with a career growth roadmap, applied fewshot learning, prompt engineering and and fine tuning to optimize the model. Identified the best models for specific tasks in various domains, with time, cost and accuracy as metrics. Ran testing on software in development, ensuring readiness for production. Improved CI/CD pipelines to streamline the development process. Compiled, cleaned and prepared data for practical use and analysis. Debugged and refined codebase to improve software performance. Ensured proper documentation of all work processes, created a knowledge base for future team members.
I completed Full Time National Service under the Singapore Police Force.