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dillonleeper/README.md

Dillon Leeper

Analytics Engineer — building data pipelines, warehouse systems, and analytics tools for ecommerce operations.

I work at the intersection of data engineering and business analytics. I design and ship end-to-end data systems — API ingestion, raw file archival, dimensional warehouse modeling, and dashboard delivery — and I have 6+ years of ecommerce context that makes the data decisions meaningful.

Self-taught through production systems. Currently based in New York.


Featured Project

SellerIQ — Ecommerce Analytics Platform

SellerIQ is a full-stack ecommerce analytics platform for Amazon and Walmart marketplace sellers. It ingests raw marketplace data, models it into a clean dimensional warehouse, and serves it through a custom dashboard built in Next.js.

Backend (pipeline): github.com/dillonleeper/SellerIQ Frontend (dashboard): github.com/dillonleeper/selleriq-app

What it does:

  • Ingests Amazon Sales & Traffic, Catalog, Listings, and FBA Inventory reports via SP-API
  • Archives raw files to S3 before any transformation (immutable raw layer)
  • Parses and loads data into a layered Postgres warehouse — staging → intermediate → fact/dim
  • Resolves product identity across SKU, ASIN, and parent ASIN into a canonical dim_product
  • Runs idempotent batch loads with full job logging, checksums, and error tracking
  • Backfilled 62 weeks of historical sales data across US and CA marketplaces
  • Dashboard with Sales Overview, Product Performance, Weekly Cadence heatmap, and more

Backend tech: Python · PostgreSQL · Amazon S3 · Amazon SP-API · psycopg2 · boto3

Frontend tech: Next.js · TypeScript · React · Recharts · Supabase · Tailwind CSS


Other Projects

Amazon SP-API Sales Pipeline & Dashboard

github.com/dillonleeper/amazon-sp-api-sales-pipeline

The predecessor to SellerIQ — a Python pipeline pulling Amazon sales and traffic data from SP-API, loading into Google Sheets, and visualizing in Looker Studio. Built as an operational reporting tool before transitioning to the full warehouse architecture.

Tech: Python · Amazon SP-API · Google Sheets API · Looker Studio


Tech Stack

Languages     Python, SQL, TypeScript
Pipeline      Batch ETL, API ingestion, idempotent loading, job logging
Warehouse     Dimensional modeling, staging/intermediate/fact/dim layers
APIs          Amazon SP-API, Walmart Marketplace API
Infra         Amazon S3, PostgreSQL, Supabase, psycopg2, boto3
Frontend      Next.js, React, Recharts, Tailwind CSS
Analytics     KPI design, contribution margin, marketplace performance

Currently Working On

  • Phase 3 complete — FBA inventory snapshots live in production
  • Building Inventory and Marketplace Compare dashboard pages
  • Adding order item detail and finance/fee ingestion (Phases 4 & 5)
  • Building toward an AI query layer over curated warehouse data

Open to Analytics Engineer and Data Engineer roles in New York or remote.

Pinned Loading

  1. SellerIQ SellerIQ Public

    Production data pipeline and dimensional warehouse for Amazon & Walmart marketplace analytics. Python · PostgreSQL · S3 · SP-API

    Python

  2. amazon-sp-api-sales-pipeline amazon-sp-api-sales-pipeline Public

    Python pipeline for pulling Amazon SP-API sales data into Google Sheets and Looker Studio dashboards

    Python

  3. selleriq-app selleriq-app Public

    TypeScript