Jamie Tan

Side quest that I do in my free time :) Solving business bottlenecks with traditional ML and agentic workflows.

- Delivering business value with efficient and scalable solutions - Automating business processes with AI in the Azure Cloud environment. - Improving MLOps practices within current AI systems - Building AI infrastructure with terraform

An intensive 7-month traineeship programme that includes lectures and cases, client work, real-world capstone project and interdisciplinary collaboration. The highlights of the skills I have gained during the programme include: 1. Google cloud platform management including setup, authentication and functions 2. SQL (especially querying Google Analytics Data in BigQuery) and using dbt (data build tool) to create dynamic models & use jinja functions in SQL code 3. Setting up data warehouses and NoSQL databases (e.g. Firestore) 4. Creating ELT pipelines using Python 5. Deploying and orchestrating ETL/ELT pipelines in Google Composer/Airflow. This includes creating dynamic DAGs, custom operators, connections and hooks using Python. 6. Data modelling using real-world data to create a Customer Data Platform 7. Dimensional modeling using dbt 8. Docker: Deploying local code instances into local Docker images and on the Cloud (using Cloud Run) with complete CI/CD integration 9. Apache Beam: Deployment of Apache Beam pipelines on Google Dataflow for distributed data transformation 10. Creating APIs using Flask 11. Code versioning on Cloud Source Repositories (GCP) and JIRA

Teaching assistant for the following courses: Intelligent Systems (Python), Web Technology (JS, HTML, CSS), Dynamic Modelling for Human-centered Systems (MATLAB), Knowledge and Data (Python, SPARQL, OWL)

-Responsible for the idea conceptualization, user experience research, design, and prototyping of Carro's consumer subscription web application page -Supported the revitalization of Carro’s Wholesale Mobile Applications (Singapore, Indonesia, Thailand) through user experience research, wireframing and prototyping, with constant close communication and collaboration with the engineers and product managers.

Responsible for content curation, copywriting and management of HTML templates and assists in template designs.

Responsible for producing news editorials, press releases and media gifts, as well as media monitoring and coverage analysis. Also assisted in publicity events and handled the overseas filming of TVN Korean entertainment show 'One Night Food Trip' onboard the cruise ship.

Part-time master's programme

Graduated cum laude

- Tutored underprivileged primary and secondary school children in Mathematics and English -Transferred to VU Amsterdam