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SENIOR FULL-STACK ENGINEER
Carvana Logistics & Vehicle Intelligence
A distributed last-mile scheduling platform and set of ML/LLM-driven vehicle intelligence tools for a high-volume automotive commerce platform covering routing, inventory, pricing, and fulfillment.
Role
Senior Full-Stack Engineer
When
Oct 2020 – Sep 2023
Headline
$22.9M/year in measurable business impact
Overview
What it is
A distributed last-mile scheduling platform and set of ML/LLM-driven vehicle intelligence tools for a high-volume automotive commerce platform covering routing, inventory, pricing, and fulfillment.
By the numbers
- $22.9M/year in measurable business impact
- $900K/year cut from logistics expenses
- 3 years leading cross-functional technical initiatives
What I built
The work behind the number
01
Architected a distributed scheduling platform (Python, Go, Redis) optimizing driver routing and network capacity.
02
Connected vehicle inventory, demand, pricing, and fulfillment into a single data-driven backend.
03
Built ML-driven valuation, recommendation, and inventory-optimization tools from large-scale transaction data.
Stack
What it runs on
01
Python
02
Go
03
Redis
04
Event-Driven Processing
05
Classical ML
06
LLM Integration