Matthew Lee
Singapore
Summary
A highly skilled and versatile Mathematics expert with expertise in Linear Algebra, Discrete Mathematics, Topology, Game Theory, and Mathematical Modelling, enhanced by a strong background in AI-driven problem-solving. With a PhD in Mathematics, I specialize in applying advanced mathematical concepts to optimize AI systems, drive efficiency, and develop innovative solutions for complex mathematical challenges. I possess extensive experience in mathematical teaching, AI data training, and collaborative research, leading teams and projects focused on the intersection of mathematics and artificial intelligence. My work consistently demonstrates a commitment to enhancing model accuracy, developing robust algorithms, and conducting groundbreaking research. Passionate about integrating theoretical mathematics into real-world AI applications.
Overview
9
9
years of professional experience
1
1
Certification
Work History
Senior AI Data Trainer | Mathematics
Innovative AI Solutions
01.2022 - Current
- Led the development of 500+ high-complexity datasets, improving the AI model's ability to solve problems in combinatorics, topology, and number theory by 45%
- Managed a team of data scientists to design and implement AI-specific training protocols, increasing model accuracy by 30%
- Applied advanced mathematical techniques to optimize AI algorithms, resulting in a 25% reduction in error rates across key test cases
- Worked closely with cross-functional teams to develop AI systems that incorporated ethical principles in mathematical decision-making processes
- Spearheaded workshops and training programs for internal and external teams, enhancing mathematical proficiency and model understanding by 20%
Mathematics Research Lead | AI Optimization
TechAI Inc.
03.2020 - 12.2021
- Directed a team of 8 research scientists to optimize mathematical models for AI applications, achieving a 50% improvement in computational speed and model output precision
- Conducted high-level research in game theory and combinatorial optimization, leading to the publication of 3 papers in top-tier AI and mathematics journals
- Introduced new AI-driven models for efficient problem-solving in topology, improving solution processing time by 35%
- Collaborated with AI developers to integrate advanced mathematical methods, ensuring model outputs remained both accurate and ethically sound
- Delivered keynote presentations at international conferences, promoting cutting-edge advancements in AI and mathematical research
Lead AI and Mathematics Specialist
Quantum Computing Solutions
07.2018 - 02.2020
- Led a team in the integration of mathematical algorithms with quantum computing technologies, enhancing algorithmic efficiency and computation speed by over 40%
- Designed and tested novel mathematical frameworks for quantum machine learning models, resulting in patent-pending algorithms
- Oversaw the creation of a unique mathematical library used for quantum machine learning applications, driving company-wide adoption across research projects
- Engaged with international teams to implement collaborative projects, sharing knowledge on optimizing mathematical models for AI systems
Mathematics Tutor & Teaching Assistant
National University of Singapore
08.2016 - 06.2018
- Developed specialized curriculum and tutoring strategies for graduate students focusing on advanced topics such as Algebraic Structures, Game Theory, and Topology
- Helped students improve their academic performance by an average of 22%, while providing one-on-one support for complex mathematical concepts
- Assisted faculty in grading, conducting lab sessions, and designing course materials for advanced mathematics courses
- Organized study groups, increasing student retention and understanding of difficult topics, resulting in improved class-wide exam scores
Education
Doctor of Philosophy (PhD) - Mathematics
National University of Singapore
01.2024
Master of Science - Mathematics
National University of Singapore
01.2021
Bachelor of Science - Mathematics
Singapore Management University
01.2018
Skills
- Skills
- Advanced knowledge of Game Theory, Topology, Discrete Mathematics, Linear Algebra, and Combinatorics
- Mathematical Modelling for AI optimization and problem-solving
- AI Algorithm Optimization, Predictive Modelling, and Mathematical Proofs
- Proficient in Python, MATLAB, R, Mathematica for Mathematical Computing
Mathematical Expertise:
Technical Skills:
- TensorFlow, Keras for AI model training and optimization
- Quantum Computing Algorithms and Integration
- Statistical Analysis and Data Visualization
- Team Leadership, Cross-Functional Collaboration, and Mentoring
- Experience in Agile Development and AI Project Management
- Client-facing roles, leading workshops and training programs
Project Management & Leadership:
Certification
- Certified AI Trainer, International Association of AI Professionals, 2021
- Advanced Machine Learning with Python, Coursera, 2020
- Mathematics for Machine Learning, University of London, 2019
- TensorFlow Certification, Google, 2021
Accomplishments
- Increased AI model accuracy by 45% through the development of high-complexity datasets focused on combinatorics and game theory.
- Led the optimization of AI decision-making models, improving computational efficiency by 50%.
- Successfully patented 3 quantum computing algorithms that merged mathematical optimization with quantum machine learning.
- Awarded 'Research Excellence' for contributions to the application of Game Theory and Combinatorics in AI.
- Published over 10 research papers in leading journals, influencing advancements in AI problem-solving techniques.
- Achieved a 35% improvement in AI problem-solving speed by integrating advanced mathematical methods into core AI algorithms.
Languages
English
Mandarin
Activities
- Awarded the Best Research Paper for 'Applications of Game Theory in AI Decision-Making' at the International Conference on AI and Mathematics, 2021
- Member of the Singapore Mathematical Society, 2019
- Founder and Organizer of the AI-Math Symposium, Bringing together researchers to discuss advancements in the intersection of mathematics and AI, with over 300 attendees.
- Leadership Role: President of the Mathematics Club at the National University of Singapore, 2019-2020
- Recipient of the Dean's List for outstanding academic performance in Mathematics, 2018
- Contributor to the Singapore Journal of Mathematical Sciences, With several published papers on advanced mathematical theories and AI applications.
Timeline
Senior AI Data Trainer | Mathematics
Innovative AI Solutions
01.2022 - Current
Mathematics Research Lead | AI Optimization
TechAI Inc.
03.2020 - 12.2021
Lead AI and Mathematics Specialist
Quantum Computing Solutions
07.2018 - 02.2020
Mathematics Tutor & Teaching Assistant
National University of Singapore
08.2016 - 06.2018
Master of Science - Mathematics
National University of Singapore
Bachelor of Science - Mathematics
Singapore Management University
Doctor of Philosophy (PhD) - Mathematics
National University of Singapore
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