Wayne Lau Email & Phone Number

Singapore

Singapore

Singapore

- Setup distributed training clusters on AWS- Troubleshoot network printer- Fix wifi issues

Singapore

Deep-Skilling Phase:- Explored advanced architectures, including CNN, RNN, and Transformers.- Expanded proficiency in PyTorch, TensorFlow, PyTorch Lightning , Huggingface 🤗, honing end-to-end pipeline development skills.- Mastered Docker for efficient containerization of applications.- Leveraged the Langchain package to create a document retrieval chatbot, exemplifying project initiative skills.Project Phase:- Streamlined an OCR application by deploying a Document Understanding Model (DONUT), eliminating the need for traditionally labelled boxes.- Enhanced model efficiency using prompt engineering and function calling, achieving GPT-4 performance with GPT-3.5 Turbo at 4x the inference speed.- Investigated and applied Parameter Efficient Fine Tuning (PEFT) models to fine-tune FLAN-T5 for downstream tasks.- Gained experience with multi-GPU computing libraries and methodologies such as Accelerate and Deepspeed.- Actively coaching two batches of junior apprentices specialising in imparting neural network concepts using NumPy, TensorFlow, and PyTorch.

Singapore, Singapore

- Specialist in vibration analysis and balancing for helicopter systems.- Collaborated with naval forces on bilateral missions.- Utilized analytical reasoning for unique issue rectifications.- Managed multi-team aircraft system tasks ensuring efficiency.- Played a key role in rapid aircraft turnarounds for bilateral missions in high-pressure settings.

Bachelor Of Science - Bs, Mathematics (Honours) With Minor

Basic degree completed. Honours in progress. Mathematics modules: Calculus 1-4 Real analysis Linear algebra Data science minor: Machine.

Diploma, Aeronautical/Aerospace Engineering

Learnt aircraft maintenance practices/manual.

'O' Levels