SWE @ TOPPAN Ecquaria · Singapore
Lee
De En.
Software engineer building things at the intersection of web, ML, and cloud. Reading a Master's in CS at Georgia Tech.
About
I'm a Software Engineer at TOPPAN Ecquaria, reading a Master's in Computer Science at Georgia Tech, with a strong foundation in algorithms, data structures, and software development.
Through hands-on projects I've worked across web development, machine learning, and cloud solutions, turning complex challenges into clean, functional software.
Always curious and committed to continuous learning. I look forward to connecting with like-minded engineers and exploring what's next in tech.
// Frontend & Frameworks
// Backend & Databases
// AI & Systems Engineering
Journey
- Pursuing the Machine Learning and Computing Systems specialisations
- Graduated with Honours with Distinction, 4.3/5
- Awarded the Singapore-Industry Scholarship (SgIS), fully funding studies
- Specialised in the Software Engineering Focus Area (Distinction), covering formal methods and software engineering principles & patterns
- Built full-stack projects spanning web, ML, and cloud infrastructure
- Backend Systems: Built RESTful APIs with Java Spring Boot, managing transactions through Spring JPA and Microsoft SQL Server for data consistency and persistence.
- Concurrency: Optimized database concurrency in Microsoft SQL Server, resolving critical deadlock issues via strategic synchronization locks.
- Test Automation: Accelerated QA and deployment pipelines with automated BDD suites written in Cucumber and Gherkin.
- Gained exposure to large-scale enterprise software delivery processes
Selected for a Semester Exchange at the University of Texas at Austin, ranked among the top 10 Computer Science programs in the U.S.
- Advanced Coursework: Focused on the intersection of Systems and AI, achieving deep technical competency in:
- AI & Vision: Natural Language Processing (CS 371N), Generative Visual Computing (CS 378)
- Systems & Data: Algorithms (ECE 360C), Web App Development (MIS 333K), Intro to Data Science (STA 301)
- Technical Immersion: Engaged with Austin's "Silicon Hills" ecosystem, exploring emerging trends in the startup and venture capital landscape.
- Global Networking: Collaborated on high-intensity projects with diverse engineering teams, fostering a global perspective on software architecture.
- Distributed Architecture: Developed modular microservices using NestJS, implementing Clean Architecture and Dependency Injection.
- Event-Driven Systems: Integrated RabbitMQ for asynchronous messaging and Redis for distributed caching.
- Data Integrity: Designed robust PostgreSQL schemas via ORM, prioritizing transactional integrity.
- Attended intensive CS and technology courses
- Engaged with a diverse international student community
- Explored Seoul's thriving tech ecosystem and startup culture
- Operational Excellence: Led a Field Engineer Section to achieve REDCON 1 (the highest attainable proficiency rating) during major evaluation exercises.
- Leadership & Personnel Management: Accountable for the training and operational readiness of a specialist section, earning a "Very Good" performance and conduct appraisal.
- Professional Certification: Attained the WSQ Advanced Certificate in Leadership and People Management through the Specialist Cadet Course.
- Proven Discipline: Recognized with the IPPT Gold Award and Marksmanship Award for consistent excellence in physical and operational standards.
- National Contribution: Supported logistics and preparation for the National Day Parade 2022.
- Diploma in Aerospace Electronics (Graduated with Merit)
- Academic Excellence: Achieved a Cumulative GPA of 3.885 / 4.0, earning Distinctions in core modules like Structured Programming and Microcontroller Applications.
- Engineering Foundation: Specialized in avionics systems, digital electronics, and complex hardware-software integration.
Projects
Classic game with a twist , challenge a friend or face an AI powered by the minimax algorithm.
Full-featured expense tracker that auto-recalculates totals on every add, edit, or delete.
Contact
Let's build
something great.
Open to internships, collaborations, and interesting conversations.