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2021

Goals for This Year

Goals for Next Year

  • Enhance the data platform to be able to use data to make business decisions.

Projects

Modern Data Platform for Innovation Team

  • Create a modern data platfrom from scratch. Learned lots of stuff along the way.
  • We'll be able to collect data and use data for innovation now.

Technology Stack

  • AWS Cloud
  • Amazon S3
  • EKS (K8s)
  • AWS Lambda
  • RDS (Postgres)
  • Amazon EFS
  • Google Cloud
  • Google BigQuery
  • Google Data Studio
  • Deployment
  • ArgoCD
  • Jenkins
  • Kubernetes (K8s)
  • Pulumi
  • Terraform
  • Data Pipeline
  • Airflow
  • Dagster
  • Data Catalog
  • CKAN
  • Monitoring
  • Prometheus
  • Grafana

Company Building

  • Help creating a data thinking workshop for the financial firm.
  • Create a knowledge repo for the innovation team.

What I Learned

  • Creating a modern data platform from scratch requires tons of knowledge such as infrastructure or security. Data quality is very challenging.
  • Challenges in building a data culture in an enterprise. We need an effective communication skills, especially storytelling.
  • Created data pipelines with Dagster.
  • Created and managed the Kubernetes clusters. Also implemented GitOps CD using Argo CD.
  • Building a community requires lots of effort.

Outside of Work

Talks

Podcasts

Open Source