Joel Leng Email & Phone Number

Singapore

Singapore, Singapore

- Implemented a Retrieval-Augmented Generation based Resume Parser using LlamaIndex to accurately process and analyse resume, saving man-hours and efficiency for HR departments- Created a Retrieval-Augmented Generation based Chat Bot for real-time, context-aware query handling using custom models hosted on AWS Sagemaker and OpenAI API- Implemented.

Singapore, Singapore

- Implemented advanced machine learning techniques (Siamese Neural Networks, cGANs and VGG16) for defect detection in both Tensorflow and PyTorch.- Developed a Proof-of-Concept machine learning algorithm with team of 2 to predict defective sample of semiconductor chips.- Utilised Azure Databricks for MLOps through an End-to-End Pipeline.- Experimented in.

Singapore

- Structured the launch of Pakistan by devising the first Playbook and analysing market practices; enhanced new country procedures through a concise and clear Playbook.- Collaborated weekly with the internal team (Product, Engineering etc) to understand customer needs and process for the Playbook.- Acquired an understanding of the customer journey from.

Bachelor Of Science - Bs, Business Analytics, Minor In Statistics

Activities and Societies: KEVII Touch Rugby 22/23 CaptainMajor: Business Analytics, Minor: Statistics Specialization: Machine Learning.

Gce A-Levels, 85/90 Rp

Activities and Societies: Anderson Junior College Symphonic Band