Experienced IT professional with expertise in strategic planning, project management, and information security. Skilled in developing IT strategies and driving execution for organizations. Strong background in infrastructure setup and systems development.

Samuel Hai is an experienced infrastructure architect with expertise in hybrid and multicloud architecture supporting data engineering and AI. He has over five years of experience working within a cloud infrastructure and 11 years working with general IT infrastructure. He worked recently at 66degrees as a technical lead and implementation engineer for large enterprise clients across multiple verticals. He had been working for a while with SHI International Corp., wherein he started as a Presales Cloud Solution Architect and was eventually promoted as their Cloud Systems Engineer. He guided key application owners on load balancing options for multiple IIS servers and on a re-platforming strategy into Azure Web Apps.

Front-end engineer with 6+ years of experience and specializing in React and Amazon Web Services infrastructure.

Anni Huang specialises in artificial intelligence with a strong focus on algorithms, machine learning, and deep learning applied to real-world industrial challenges. Her work spans end-to-end data science pipelines, model development, and deployment, with particular emphasis on MLOps practices. She builds scalable workflows on Google Cloud Platform and is advancing her MLOps capabilities on AWS, covering model versioning, CI/CD, monitoring, and reproducibility. She is proficient in software development, data visualisation using R and Tableau, and translating complex models into production-ready solutions.

Nicholas Lu is a goal-oriented engineer focused on ML systems and distributed architecture. He works across the MLOps lifecycle, building and maintaining data and model pipelines using Airflow, Spark, Kafka, and Kubernetes. His experience includes deploying containerised workloads with Docker, managing infrastructure via Terraform, and implementing CI/CD with Jenkins, GitLab, and Bitbucket Pipelines. He supports site reliability through monitoring, automation, and incident response in cloud environments (AWS, GCP, Azure, Alibaba Cloud). He codes in Python, Java, SQL, and Bash, and works extensively with Linux and open-source tools.