Kwokmun Lee

Senior Data Analyst @Jane App

Vancouver, BC, CA

Serve as the dedicated analytics partner for key product pillars (Everboarding and Booking), driving data strategy and stakeholder success through a consultative support model- Lead end-to-end analytics workflows across the modern data stack — from stakeholder goal-setting and data exports (S3, Rudderstack) to Snowflake extraction, dbt transformation, Looker modelling, and dashboard delivery- Collaborate with product managers on strategic initiatives including pricing plan re-packaging, subscription tracking, mobile client launch, and clinic messaging features- Architect and optimize dbt models to align with business logic and stakeholder needs; improved performance by ~100% on slow-running models through incremental materialization, query tuning, and scalable refactoring- Manage Fivetran pipelines to extract/load data from S3 to Snowflake, and use Census for reverse ETL to sync Snowflake data with Hubspot — enabling seamless data flow across tools- Build and maintain Looker dashboards; define dimensions, measures, and derived tables in LookML to support self-serve analytics and empower product managers with training and guidance- Use Snowflake for daily querying and analytics workflows; contribute to secure data access practices, including role management and stored procedures. Led Snowflake’s transition to Okta SSO for improved security and provisioning- Apply AI tools like Copilot and ChatGPT to enhance workflows, learn Jinja techniques, and improve dbt model performance; created an AI-powered Notion template to streamline Looker explore documentation — reducing update time by over 80%- Participate in rotational monitoring of data intake and peer review of dbt/Looker pull requests to uphold team standards and data quality

Canterbury Christ Church University

Study Abroad Programme, British History

Northwest Culinary Academy of Vancouver

Culinary & Pastry Arts

Methodist Boys Secondary School Kuala Lumpur

Sijil Pelajaran Malaysia (SPM) / O-Level Equivalent

Charles Sturt University

Bachelor's in IT, Information Technology

Sekolah Aminuddin Baki (Kampung Pandan)

Penilaian Menengah Rendah (PMR)

Alliance Francaise de Chicago

French - Niveau 9

University of Illinois Urbana-Champaign

B.A., Economics, minor in Computer Science

Taylor College Subang Jaya

Ontario Secondary School Diploma (OSSD)

College of DuPage

Computer Science, Year One & Two