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Helping startups on product, tech & data analytics
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joncrawford/README.md

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Jonathan Crawford

Solo founder • Data Engineer • Startup Mentor

Hi — I'm Jonathan. I build reliable data systems, analytics, and product integrations that help startups turn data into growth. I split my time between building my own startup, mentoring founders, and designing scalable ETL & analytics platforms for startups.


Quick links


What I do

  • Lead data engineering and analytics for early-stage products
  • Architect ETL and analytics workflows (DBT, Snowflake)
  • Build APIs and backend systems (Ruby on Rails)
  • Mentor founders on product, growth, and data-driven decision making

Top skills

  • Ruby on Rails
  • SQL & data modeling
  • DBT (data transformations)
  • ETL pipelines & orchestration
  • Snowflake (data warehousing)
  • APIs & integration engineering
  • Shopify & marketing-data pipelines
  • Data analytics & instrumentation

How I work

  • Move fast, iterate on data: validate assumptions with quick analytics and lightweight instrumentation.
  • Keep data pipelines simple, testable, and observable.
  • Ship product features with analytics baked in so product + growth decisions are measurable.
  • Mentor with a founder-first mindset: practical, action-oriented, and metrics-driven.

Want to work together?

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  1. Improved! A slight alteratiion of DH... Improved! A slight alteratiion of DHH's dynamic subdomain technique.
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    # 1) Point *.example.com in your DNS setup to your server.
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    #
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    # 2) Setup an Apache vhost to catch the star pointer:
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    #
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    # <VirtualHost *:80>
  2. visitor_stats.rb visitor_stats.rb
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    class VisitorStats
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      def initialize
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        @redis = Redis.new
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      end
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