- AI-powered educational tools & generative animation
- Crypto infrastructure and decentralisation
- Open-source projects and community-driven development
- Hackathons, rapid prototyping, and idea validation
- Cross-disciplinary tech (AI × blockchain, AI × education)
SEE TOH MING XUAN AXEL
Summary
Goal-oriented project lead with a strong foundation in AI, machine learning, and product development. Passionate about building and shipping meaningful projects over unnecessary processes. Active indie hacker and crypto/blockchain enthusiast with a bias toward action, experimentation, and real-world impact. Known for clear communication, planning, and execution in fast-paced environments.
Overview
4
4
years of professional experience
Work History
Technical Lead / Web Developer
Self-Employed
11.2024 - 02.2025
- Spearheaded the development of lightweight digital tools to support daily operations across two F&B outlets serving over 300+ customers daily.
- Built internal web dashboards to track daily revenue, staff shifts, and inventory, reducing manual workload by ~70% and improving data-driven decision-making.
- Developed QR-based digital menu systems and customer-facing landing pages, leading to a 20% increase in return visits and improved customer flow.
- Contributed to an estimated 12–15% improvement in ARR through operational efficiency, better customer retention, and faster service workflows.
Project Developer
Singtel
03.2021 - 08.2021
- Developed an internal tool to automate the detection of common security vulnerabilities across Singtel’s internal application repositories.
- Integrated static code analysis and custom ML-based heuristics to flag risk patterns in real-time during CI pipelines.
- Successfully scanned and analyzed over 50,000+ lines of code across multiple internal services.
- Identified and classified 200+ potential vulnerabilities, including critical issues such as hardcoded credentials, unsanitized inputs, and insecure API calls.
- Reduced manual audit workload by an estimated 40%, helping improve turnaround time for security reviews.
- Collaborated with engineering leads to propose automated patch suggestions using LLM-assisted remediation.
Education
Bachelor's in Applied Artificial Intelligence -
Singapore Institute of Technology (SIT)
08-2026
Diploma - Network System And Security
Ngee Ann Polytechnic
08-2021
Skills
Machine Learning
- Supervised Learning (Classification, Regression)
- Transfer Learning & Fine-tuning (Transformers, CNNs, RNNs)
- Natural Language Processing (Text Classification, Summarization)
- Prompt Engineering for LLMs and Generative AI
Software Engineering
- Python, Javascript, TypeScript, React, C#
- Git & GitHub (version control and collaboration)
- Docker (for ML pipeline isolation and reproducibility)
- Cursor, Windsurf (AI-native development environment)
ML Engineering & Infra
- Scikit-learn, PyTorch, TensorFlow, HuggingFace Transformers
- REST API (basic model deployment and integration)
- CI/CD (for testing and deploying ML projects)
- Modular design and prototyping for AI-driven applications
Websites
Interests
Timeline
Technical Lead / Web Developer
Self-Employed
11.2024 - 02.2025
Project Developer
Singtel
03.2021 - 08.2021
Bachelor's in Applied Artificial Intelligence -
Singapore Institute of Technology (SIT)
Diploma - Network System And Security
Ngee Ann Polytechnic
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