Software Project Lifecycle Management
Managing software draft, revision, production stage cycle
Gerald Shin / Analytics Engineering
Better data.
Stronger teams.
I build scalable data platforms and develop the people behind them.
Analytics engineering leader with 10+ years across healthcare, SaaS, and financial services. Hands-on with the architecture. Invested in the team.
Principal Analytics Engineer
Analytics Engineering Manager
01 / Experience
A decade of
building & leading.
From financial analysis to analytics engineering leadership. Explore the roles, platforms, and teams that have shaped my work.
Now Prime TherapeuticsPrincipal Analytics Engineer / Analytics Engineering Manager Mar 2025 – Present
- Own analytics engineering strategy for pricing and underwriting initiatives supporting enterprise healthcare decision-making.
- Architected and launched a production-grade data pipeline in Kubernetes/GKE using Dagster, Python, SQL, and BigQuery, replacing legacy workflows with tested, scalable data products and eliminating 2,000+ hours of manual work annually.
- Deployed Dagster using Helm charts and implemented CI/CD using Poetry.
- Led modernization of legacy VBA/Excel workflows into a scalable Django application framework.
- Manage and develop analytics engineers through technical mentorship, career development, performance management, and delivery execution.
- Serve as technical lead across analytics, engineering, and business stakeholders; established architecture, documentation, and technical interview standards.
02 Prime TherapeuticsSenior Analytics Engineer Aug 2023 – Feb 2025
- Rebuilt legacy reporting into self-service analytics products, moving stakeholder access from weekly or monthly cycles to daily.
- Built Python ingestion pipelines against external Medicaid APIs and governed BigQuery production data assets.
- Automated ingestion of 75+ Excel workbook tabs into GCP Cloud Storage and migrated SAS reporting into tested BigQuery reporting layers serving over 40 stakeholders.
- Established delivery standards across GitHub, JIRA, and Confluence and mentored engineers through code review and architecture guidance.
03 SentinelOneSenior BI Engineer Aug 2022 – Jun 2023
- Led profitability-by-product analytics supporting leadership across Sales, GTM, and Customer Success in monitoring ARR, product margin, and revenue performance.
- Built production ETL workflows integrating BigQuery, Salesforce, email systems, and operational business data.
- Migrated spreadsheet-driven workflows into governed GCP and Tableau environments and used Terraform and Spacelift to productionize queries, tables, and views.
04 Signify HealthSenior BI Engineer May 2020 – Aug 2022
- Built executive-facing financial and operational analytics products supporting strategic decision-making.
- Automated reporting and validation pipelines using Python, pandas, and PostgreSQL, including quarterly reporting packages for over 500 clients.
- Established dashboard QA and engineering practices for code quality, documentation, and repository hygiene; mentored junior engineers.
05 HighmarkSenior Technical Tableau Developer (Contract) Nov 2019 – May 2020
- Delivered enterprise analytics dashboards across the full product lifecycle.
- Built Python ingestion, transformation, and API integration workflows for reusable analytics data sources.
06 IntalereData Engineer Mar 2019 – Nov 2019
- Developed analytics products in partnership with business stakeholders.
- Built PySpark workflows in Databricks against large-scale datasets in Azure Data Lake and administered multi-node Tableau Server infrastructure.
07 PSECUData Analyst 2018
- Built reporting solutions and modernized SQL-based analytics workflows.
08 Belco Community Credit UnionMarket Research Analyst 2017 – 2018
- Delivered executive-facing market analysis and business insights.
09 Select MedicalBilling Analyst 2016 – 2017
- Analyzed billing and payment data using Excel and applied payments to patient accounts.
02 / Expertise
Technical depth.
Human perspective.
From orchestration and cloud infrastructure to mentorship and delivery, I connect the work to the people who depend on it.
The engineering toolkit
Python
Creating Data Pipelines, Automating Tasks, Cleaning Data, API Calls, etc.
SQL
Window functions, CTEs, and more
Tableau
Tableau server, prep, desktop - Dashboard creation and management
Django
Creating web applications from scratch and deploying to Cloud environments
BigQuery
Optimized SQL transformations, scheduled query jobs, and governed production data assets in BigQuery.
Dagster
Creating sensors/event based triggers and standing up quality controlled, robust pipelines
Kubernetes / GKE
Deployed Dagster on Google Kubernetes Engine using Helm charts.
Helm / Poetry
Helm charts for Dagster deployment and CI/CD using Poetry.
How I lead
Developing Engineering Talent
Code reviews, mentorship, career guidance, performance evaluation
Stakeholder Management
Cross organization collaboration, customer service
Creating Detailed & Succinct Documentation
Writing Confluence documentation, including troubleshooting, FAQs, and technical docs
03 / Projects
Built with intention.
A place to put ideas into practice, from application architecture to the details of the user experience.
DjangoPythonCloud Run
Design meets engineering
Personal Portfolio and Resume Platform
A personal portfolio built with Django and Python and hosted on Google Cloud Run. JSON-driven content keeps professional experience, skills, and projects easy to maintain.
Explore the sourceEducation
Millersville UniversityB.A., Economics
Let’s connect
Good work starts
with a conversation.
geraldhshin@gmail.com Data platforms. Engineering leadership.
Thoughtful collaboration.