Vincentius Timothy
Jakarta, ID
vincentius_timothy@hotmail.com
+62 895-8003-52980

Experienced data engineer with over 7 years of expertise in data warehousing and data governance. Adept at breaking down complex problems into actionable solutions and driving team performance to achieve results. Known for balancing technical proficiency with leadership to streamline processes and support organizational goals.

Education


Pukyong National University, Korea
February 2016
 — 
February 2017
Master's Degree in Information Systems (Dual-Degree) (4.50/4.50 GPA)
Institut Teknologi Bandung, Indonesia
August 2015
 — 
July 2017
Master's Degree in Electrical Engineering (Dual-Degree) (3.83/4.00 GPA)
Institut Teknologi Bandung, Indonesia
August 2011
 — 
June 2015
Bachelor's Degree in Electrical Engineering (3.90/4.00 GPA with Cum Laude predicate)

Experience


Data Engineer (Data Warehouse Infrastructure)
February 2024
 — 
Present
ByteDance

I migrated and developed critical data warehouse pipelines to ByteDance's data development tool.

  • Delivered up to 20 critical data warehouse pipelines monthly in multiple domains.
  • Delivered up to 10 cricical data ingestion pipelines monthly from multiple databases.
  • Led the adoption of ByteDance's data development tool and standard.
  • Served as the point of contact for all matters related to data warehouse infrastructure.
  • Proactively monitored data warehouse pipelines and resolved issues to minimize disruptions.
Lead Data Engineer (Data Warehouse)
July 2022
 — 
Present
Tokopedia (acquired by ByteDance in February 2024)

I led a team that developed services for self-serve data warehouse activities.

  • Led the development of a service for data warehouse pipeline creation and modification. It delivered up to 80 requests monthly, and increased team deliverables by up to 100% through automation.
  • Led the development of a service for governing and executing general-purpose DML requests, which can be used for backfill or adhoc data import or export. It delivered up to 140 requests monthly.
  • Led the development of a service for governing and executing view creation and modification for controlled data warehouse access. It delivered up to 90 requests monthly.
  • Led the development of a service for granting or extending temporary table access. It delivered up to 100 requests monthly.
  • Published a defensive publication titled 'Controlled Data Warehouse Access through SQL Views' (https://priorart.ip.com/IPCOM/000271224).
  • Proactively monitored data warehouse pipelines and resolved issues to minimize disruptions.
Lead Data Governance
June 2021
 — 
May 2022
LinkAja

I led a team that formulated and implemented data governance program.

  • Developed policies, standards, and procedures to ensure data quality and security.
  • Improved the organization and accessibility of LinkAja's business intelligence tool.
  • Supervised the development of a data catalog tool by a vendor.
  • Initiated a process to assess data model during product development to ensure it is suitable for data warehouse.
  • Collaborated with Core Business Intelligence, Product Analytics, Legal, and Compliance to build a reliable, scalable, and secure data infrastructure.
Data Security & Governance
July 2020
 — 
May 2021
GoTo Financial (previously GoPay)

I ensured the compliance of all data-related activities.

  • Implemented policies, standards, and procedures to ensure data security.
  • Assessed the data security aspect during external data sharing.
  • Collaborated with IT Governance, Risk, and Compliance (IT GRC) and Legal to ensure the compliance of all data-related activities.
Lead Data Governance
September 2018
 — 
December 2020
Mapan (acquired by Gojek Group in December 2017)

I led a team that initiated data governance program.

  • Developed policies, standards, and procedures to ensure data quality and security.
  • Assessed data model during product development to ensure it is suitable for data warehouse.
  • Organized company-wide data-related courses to ensure data-driven culture.
  • Analyzed and formulated a solution for the needs of business stakeholders.
  • Collaborated with other data units (Data Engineering, Business Intelligence Analytics, and Data Science Engineering) to build a reliable and scalable data infrastructure.
Data Warehouse Quality Assurance
March 2017
 — 
August 2018
Mapan (acquired by Gojek Group in December 2017)

I initiated data quality initiative.

  • Created and implemented a data quality framework for data warehouse.
  • Developed an automated testing tool for data warehouse.
  • Investigated the root cause for data quality issues and formulated a solution for it.

Publications


Controlled Data Warehouse Access through SQL Views
November 2022
The IP.com Journal

An automated service designed to process requests to access Data Warehouse tables. It handles access creation automatically upon approval of the request, controls access expiration, and validates to only pass whitelisted resources.

Languages


Indonesian:
Native speaker
English:
Full professional proficiency

Skills


Programming & Data Processing:
SQL, Python, Pandas
Cloud Platforms:
Google Cloud Platform (BigQuery, Cloud Storage, IAM)
Database Management:
PostgreSQL, MySQL
Business Intelligence:
Metabase, Looker
Data Modeling:
Dimensional modeling, Data Vault modeling