Singapore
An avid learner who is curious and passionate about all things tech. Currently in the realms of delivering scalable Data & AI cloud-based solutions for clients across Asean and GCR
Helping data scientists and ML engineers to bring workloads into production
Machine Learning Operations: • Led development of MLOps capabilities with custom SageMaker Project Template to automate and orchestrate all stages of ML lifecycle and reduce the time for model deployment Computer Vision and NLP: • Trained deep learning models to perform object detection and tracking for 5 different scenarios to improve airport taxiway safety • Developed a chatbot to handle 100+ topics and integrated with over 10+ systems to provide live data and information for 1000+ customers daily Data Science and Analytics: • Built ML models that forecast the demand for 6 shipping container SKUs at 600 different locations globally • Analyzed over 200 sensors data to build ML models to predict machine failure in an oil refinery plant • Gathered requirements to build over 20+ ETL pipelines for a centralized data warehouse AI Strategy and Consulting: • Defined the national AI technology blueprint and scoped RFPs for a Middle Eastern Government to go to market AWS Cloud Solutions: • Architected more than 5 different AWS cloud-based solutions to address the needs of different business use-cases