Marc Reich

About Marc Reich

I design systems that turn messy, real-world processes into structured, queryable data representations.Over the past 10+ years, I’ve worked across SaaS and consumer businesses building data platforms and processes. The consistent thread in my work is modeling complexity - not just storing or visualizing data but defining how it behaves.That has included- building scalable data platforms (BigQuery, Snowflake, dbt, Looker)- developing systems to unify fragmented datasets (including entity resolution)- designing knowledge graphs and metadata layers to make data navigable and interpretableEarlier in my career at HelloFresh, I built a graph-based model of recipes and ingredients to support product decisions. That work reflects a long-standing interest in representing real-world workflows, like cooking, as structured data that can be analyzed and improved.I’m particularly interested in problems at the intersection of data systems, AI, and real-world workflows, where better structure unlocks better decisions, automation, or user experience.

Experience

1. Senior Analytics Engineer

   Elation Health

   Feb 2025 — Present

   Built a large-scale knowledge graph across Snowflake, dbt, and Looker (105K+ nodes, 300K+ relationships), enabling data discovery, lineage reasoning, and AI-assisted querying• Developed entity resolution systems combining rule-based and embedding-based matching to unify fragmented external datasets

Education

• Questrom School of Business, Boston University

  Bachelor of Science - BS, Finance

  2007 — 2009

• Pontificia Universidad Javeriana

  Spanish

• NYU Stern School of Business

  Bachelor of Science - BS, Finance

  2009 — 2011