Oakland, California, United States
If I have either helped you in the past or in the near future, then please consider contributing time or resources toward helping others in need or nonprofit organizations. [I.e. Pay it Forward :) ] Data Professional at the intersection of data analytics, analytic engineering, ethics, and data intuition. To learn more about my other contributions check out https://raulingaverage.dev/.
* Owned building and adoption for 150+ GTM-based dbt models and pipelines in Snowflake, improving query performance and reducing reporting latency by 30% across RevOps and Finance. * Define and standardize 15+ core revenue metrics (CARR, backlog, usage overages) used by Sales and Finance leadership, driving 100% alignment on reporting definitions. * Unify and partner with Finance, Sales Ops, and GTM teams with unified source of truth to track $200M+ in annual recurring revenue, enabling faster and more accurate forecasting (Billing + Usage Insights Insights). M3ter and Salesforce data * Engineer dbt testing and contracts, CI/CID, and pipelines for 10+ critical CARR-model data models that catch 99.9% of data quality issues pre-production, ensuring consistent delivery of reliable insights at scale. * Scale adoption and enablement for analytics reaching 25+ MAU in 1 month, and 90+% satisfaction that reduce manual reporting, unified metrics, OKR tracking. Additionally lead end-to-end RBAC architecture for data governance and permissioning to set the foundation for GenAI (Looker Conversational Analytics & Glean Agents)
NOTE: The following are a list of achievements I've made. To see a JD-related overview, modeled on my achievements, see the attached document. • Deliver 20+ Operation & Product data products for 1,600+ ADSK PSET subdivision stakeholders • Productionize 250+ fct & dim models across Snowflake, Airflow, dbt, and Looker • Partner with cross-functional business teams to deeply understand their work. and define, document, and own * Perform data analysis to help senior leadership and product leaders understand specific customer usage patterns and trends * Drove the standardization of a modern data stack based on Snowflake, Airflow, DBT, Fivetran, and Looker for billions of records across 35 web services actionable metrics and dimensions to help guide Autodesk business lines • Train 6+ analysts Stakeholder Management & Modern Data Stack to 2x increase productivity, trust, and deliverables to APS division Some of the data I work with: bring new insights into service usage, platform costs, and the entire developer ecosystem for Autodesk's developer platform (APS). I help APS platform and team members with data across the entire cloud platform, with thousands of developers, hundreds of APIs, dozens of services, and the AWS infrastructure that everything sits on top of.
Cross-functionally delivering analytics and reporting for Autodesk • Technical: dbt, Looker, Git, Python, Airflow, Snowflake, Tableau, APIs
Cross-functionally delivering analytics and reporting for Autodesk. • Deliver est. 5+ reports/week & 2 analyses per month on Product Engagement Metrics • ARR, MAU, Retention, and other SaaS Metrics • Develop non-connector data pipelines for Skilljar, Prodpad, Totango, and other APIs, and support 38+ Fivetran connectors for BIM 360 pipeline to enable business teams with performance or reporting analytics • Provide Totango Customer Health Score MVP for estimated 10k+ Corp. Accounts • Deploy increase team productivity of team's (BIM 360) first Github, Jira, Trello, and other Project Management and Operational software • Work cross functionally with other analytics teams on analytics, Database Migration, and DBT development for BIM 360 team • Automate Survival Analysis and MAU Time Series Analysis • Technical: Snowflake, dbt, Git, Python, Domo [BI], Looker, Linux
• Develop 5+ Dashboards using Google Big Query & internal dashboard system for System Issues and Program Insights for Google Ads SMB Sub-Engineering team of ~50 Googlers • Contribute Javascript Code Migration for 300+ variables & functions including respective Unit Tests, supporting 6 Software Engineers • Used Python for API calls for backend configuration of system information • Streamline team documents & resources using Markdown, HTML, or GSuite applications for 8 System Data Analysts • Resolved 5+ critical escalated issues of several Backend Pipelines Skills: Python, SQL (BigQuery), Javascript, HTML, BI Dashboards, Dremel, and App Script
Example Lecture: https://www.youtube.com/watch?v=g-sTaaaEVZQ Lead evening lectures one of many UC Berkeley Extension locations Services for +30 students in: • Python, Data Analysis Python modules • Machine Learning concepts: KNN, Neural Nets, PySpark
Assist the instructor for one of many UC Berkeley Extension locations Services for +30 students in: • Git, VBA, Excel, Sentiment analysis, and algorithms • Python, Data Analysis Python modules, Tableau • Python API and modules, Data Wrangling, Machine Learning • JavaScript, SQL Alchemy, SQL, and more!
• Analyze Salesforce Sales related (Quotes, Orders, Billing Schedules, etc.) data for 2,000+ customer accounts • Produce Salesforce and Domo reports and dashboards for Sales and Applications teams using MySQL or Salesforce Reporting • Perform regression and unit testing for data validation, system updates all under SCRUM and Sprint model • Data Wrangling and Transformation for 60%+ Asset information for migration to new system • Initiate Sales Department Opportunity Renewal Automation Procedure and post analysis from Q4 2017 to Q4 2018 Tools: Salesforce, Microsoft Excel, MySQL, Domo