Han Yang Ong Email & Phone Number

Singapore

- Pioneered the usage of state-of-the-art LLMs for use in Anomaly Detection- Developed a solution with an improvement of 1000% over existing methodologies

Singapore

• Tutored over 200 students with levels from Secondary School to Master's Degree• Created and supplied custom-made notes and questions to students• Average grade jump of 2-3, to As• Provided additional mentoring, career guidance and mindset adviceSubjects taught:• SMU Master's - Mathematical Methods for Economic Dynamics (ECON696)• JC A Levels - H1/2 Math, Biology, Chemistry• Secondary O Levels - Pure/Combined Biology, Chemistry• Secondary O Levels - E/A/NA MathematicsSee NUS Teaching Assistant Experience for more details on teaching

• Hosted and taught over 100 students in a self-designed introductory Computer Science course• Topics covered include: Computational Thinking, Functional Programming, Object Oriented Programming

Singapore

Assisted Prof Leong Tze Yun in teaching CS3263 Foundations of Artificial Intelligence, as part of the core teaching team.Responsibilities:• Planning and Design of lecture content• Delivering lectures• Hosting consultations• Designing effective tutorials and assignments• In-person invigilation of assessments• Answering student queries on forums• Completing misc administrative tasks for the course.For my incredible performance in this module, I have been placed in the honour roll of tutors, and have received an unanimous 5/5 rating from all students under my tutorage.

Singapore

I was a Teaching Assistant 5 times in total, for the following modules:• CS1101S Programming Methodology• CS2030S Programming Methodology II, twice• CS3263 Foundations of Artificial Intelligence• CS5446 AI Planning and Decision Making (Master's)As part of my duties, I have:• Taught students on the topics taught• Graded and given feedback on their work.Additionally, I have:• Designed my own slides on top of what was given by the Module Coordinator Professor• Included additional in-class activities to keep students attentive and the lesson less mundane• Provided extended availability for consultations and extra lessonsFinally, I also have been invited to be a Teaching Assistant for the following modules:• Various CS1010 equivalents• CS2040S Data Structures and Algorithms• CS2100 Computer Organisation• CS2103T Software Engineering• CS2105 Computer Networks• CS3243 Introduction to Artificial Intelligence• IT5005 Artificial Intelligence

Singapore

• Launched a novel research project to incorporate state-of-the-art AI/ML technologies into wireless communications to achieve unprecedented performance in challenging environments• Developed a differentiable channel model to enable Neural-Network based learning for encoding and modulation schemes, using a custom-designed sparsely-connected layerTechnologies used:• Python (Tensorflow, PyTorch)

Singapore

• Volunteered to mentor 11 students, from upper secondary to post secondary levels.• Checked the students' learning progress weekly• Prepared materials and taught students to bridge gaps in understandingSubjects involved:- H2 Biology- H2 Mathematics- H1 Mathematics- O Levels Pure Biology

Singapore

• Spearheaded a research project related to predict oscillator clock drift.• Investigated existence of patterns through data analytic techniques like autocorrelation and statistics• Prototyped over 100 predictive Machine Learning Models• Finalised and proposed 4 models, improving drift prevention by 400%Technologies Used:• Python (TensorFlow, PyTorch, scikit)

Singapore

Planned 4 beach clean up sessions, inclusive of:• Organising / Hosting• Recce / Site visits• Liaising• Logistics• Safety Management

Singapore

Rank: Corporal (CPL)• Simulated wartime communications• Pioneered a new generation of communication technologies

Computer Science, Artificial Intelligence, First Class Honours (Gpa: 4.65/5)

• Specialised in Artificial Intelligence • Minor in Business Finance and Data Analytics Notable details: • Year 1 - Independent Software.

Biology/Biological Sciences, General, Aaa/B

Activities and Societies: AVA ClubActivities and Positions: • Vice President - AVA Club (2016/2017) • Assistant Class Representative.