Resume
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20+ years of software engineering experience. Adept at reverse engineering code with a strong drive for continuous learning and technical innovation.
Particulars
| Full Name as per passport: Wong Teck Meng |
| Nationality: Singaporean |
| Email: gfuryhawk@gmail.com |
| Code Repositories |
|---|
| https://github.com/furyhawk |
| https://www.kaggle.com/teckmengwong |
Experiences
Employment History : 20+ Years in Software Engineering
| Period | Employer | Position | Responsibilities |
|---|---|---|---|
| 2025-Present | ST Engineering | AI Principal Engineer | AI Systems |
| 2023-2024 | UParcel | AI Engineer | Software Engineering |
| 2022-2023 | AI Singapore | Associate AI Engineer | MLOps |
| 2021-2022 | — | Independent Projects | Self-Hosted Infrastructure |
| 2020-2021 | NCS | Fiori Developer | SAP Edge Implementation |
| 2019-2020 | BHP | Developer | Fiori Project Implementation |
| 2008-2019 | NCS | Senior Consultant | SAP Consultant/ABAP/Fiori |
| 2001-2008 | Creative | Associate Engineer | Software QA |
ST Engineering : 2025 - Present
AI Principal Engineer
- Platform Development: Lead the design and development of scalable AI systems, ensuring high performance and reliability.
- MLOps: Implement and optimize MLOps practices to streamline the machine learning lifecycle, from development to deployment and monitoring.
- Standardization: Establish and enforce best practices for AI systems development, testing, and deployment.
- Collaboration: Collaborate with cross-functional teams to integrate AI systems into Maintenance, Repair and Overhaul (MRO) workflows.
- Innovation: Stay abreast of the latest advancements in AI, applying this knowledge to improve platform capabilities and processes.
- Mentorship: Provide technical guidance and mentorship to junior engineers and team members.
- Client Engagement: Develop technical proposals and architecture presentations for the MRO operations team.
- AI Champions: Champion AI adoption across Lines of Business.
UParcel : 2023 - 2024
AI Engineer
- Route Optimization: Improved delivery efficiency by optimizing routes using large-scale data analysis and heuristic algorithm parameter fine-tuning, resulting in a 20% increase in driver acceptance rates for listed jobs.
- Market Launch: Successfully launched optimized last-mile delivery solutions in the Singapore/Malaysian market, expanding UParcel's presence and capabilities.
- CI/CD Pipeline Management: Managed the project pipeline for UParcel's Continuous Integration/Continuous Deployment (CI/CD) using the AWS tech stack (CDK), ensuring seamless and efficient development operations while maintaining a high degree of reliability and scalability.
AI Singapore : 2022 - 2023 : 1 yr
Associate AI Engineer
- Content Generation: Scoped and implemented event planning requirements for a government agency using LangChain and prompt engineering.
- MLOps: Implemented MLOps using PyTorch and TensorFlow frameworks, developing a highly configurable ML pipeline with Hydra for tasks such as image classification and object detection, adhering to SOLID engineering principles. (PeekingDuck)
- Industrial Defect Detection: Designed and researched an industrial defect detection proof-of-concept for an American multinational company using OpenVINO, deploying it on the Nvidia Jetson Xavier NX Developer Kit.
- Mentorship: Mentored Batches 12 and 13 on Computer Vision.
AI Apprentice
(Batch 11, 2 months intensive + 7 months on-the-job training)
- Competitive Selection: Selected as one of the top 19 candidates out of hundreds of applicants, demonstrating exceptional potential in AI engineering.
- Intensive Training: Completed an immersive 2-month deep-skilling program in AI engineering, followed by 7 months of hands-on on-the-job training solving real-world industry AI problems.
Career Transition & Independent Projects : 2021 - 2022 : 1 yr
- Self-Hosting: Successfully self-hosted applications and API services on a personal domain (https://furyhawk.lol/) using Docker Swarm on 3 Raspberry Pi devices, demonstrating expertise in containerization and orchestration.
- Cloud-Native Migration: Transitioned hosted applications and API services to Kubernetes using Talos and Proxmox, showcasing the ability to adapt to new technologies and architectures.
Team Fight Tactics Strategy Application
- Dockerization: Containerized the application to showcase the current patch's gamer meta using feature importances, utilizing Docker to ensure scalability and reliability.
- Frontend Development: Implemented the frontend using React and Zustand, demonstrating proficiency in building responsive and efficient user interfaces.
NCS : 2020 - 2021 : 1 yr
Fiori Developer
- SAP Edge Development: Implemented SAP Edge applications using Agile methodology, demonstrating the ability to work iteratively and deliver results in a fast-paced environment.
- Maintenance Dashboard: Developed a Maintenance Dashboard for the Singapore Air Force F-16/Apache Squadron on Edge devices, improving turnaround reliability and showcasing expertise in building tailored solutions for complex industries.
BHP : 2019 - 2020 : 1 yr 2 mos
Developer
- Global Rollout: Successfully implemented the Resource Scheduler application globally, enabling mass scheduling of work to personnel while considering work restrictions and capacity availability.
- Process Improvement: Achieved significant reductions in Time-on-Task and User Error Rate, and improved safety compliance, demonstrating the ability to develop solutions that drive business value and enhance operational efficiency.
NCS : 2008 - 2019 : 10 yrs 7 mos
Senior Consultant
- ERP Implementation: Successfully led 11 cycles of end-to-end Enterprise Resource Planning (SAP) projects, totaling over $100 million in value, across various business domains (Material Planning, Procurement, Logistics, Finance and Control, Human Resources, and Plant Maintenance).
- Productivity Excellence: Consistently improved productivity and added value after each project cycle by applying best practices in Software Engineering.
- Technical Expertise: Demonstrated proficiency in implementing projects using both Frontend (Fiori) and Backend (ABAP) frameworks, showcasing versatility in SAP development.
- Agile Leadership: Spearheaded Agile Scrum methodology adoption among project team members, fostering collaborative and iterative development.
- Crisis Management: Successfully restored a critical production database outage under time pressure by applying root cause analysis techniques, ensuring business continuity and minimizing downtime.
Creative : 2001 - 2008 : 7 yrs 1 mo
Associate Engineer
- Pioneering QA: Contributed to the development of the world's first MP3 devices, ensuring high-quality software and hardware through rigorous Quality Assurance processes.
Education Qualifications
| Period | Discipline/University |
|---|---|
| 2011-2017 | Bachelor of Science IT and Business (ERP) |
| Singapore University of Social Sciences |
Professional Qualifications
- Certificate Verification – AI Professionals Association (AIP)
- Udacity Nanodegree Program - Machine Learning Engineer
- SMU Certificate in Artificial Intelligence Module 1 - Building AI Capability with Basic Coding for Business
- SAP Certified Application Associate – Procurement with SAP ERP 6.0 EHP6
- C_FIORDEV_20 Development Associate – SAP Fiori Application Developer