Hi, I'm Elliott Bregni.

Senior software engineer based in Ann Arbor, MI. Currently Software Development Engineer III at Overhaul — building enterprise-grade supply-chain visibility on cloud-native, real-time systems across AWS and Azure.

I joined FreightVerify as an intern in April 2019, fresh out of Ferris State, and grew with the company over six years through every level — Software Engineer, Senior Software Engineer, and the post-acquisition role I hold today. The platform I helped build now tracks 100M+ shipments, with 70K monthly super users — parts managers, sales admins, and dealer ops — at six of the world's largest automotive manufacturers.

I led the implementation of PartView, FreightVerify's aftermarket-parts visibility product — tracking tens of millions of individual parts every month, each with its own real-time events and ETAs across the supply chain — ETA accuracy recently hit 95%. I was also a major contributor to our flagship product VinView — a real-time VIN tracker used daily by dealer networks at GM, Ford, Honda, and Hyundai, where it recently earned a world-class NPS of 83.

I wore a lot of hats: backend services in Python, Java and .NET, OEM data integrations, dealer-facing UIs, AWS infrastructure, BI reporting, on-call, observability with Datadog/Rollbar/Cloudwatch, auth and audit pathways, and the cross-team plumbing that ties it all together. The kind of role where the title says one thing and the actual scope is whatever needs to ship — securely, on time, every time.

In August 2025, FreightVerify was acquired by Overhaul, the global leader in in-transit supply-chain risk management — combining the visibility platform I helped build with the leading risk-response network in the world.

The Overhaul chapter is still being written. Monolith migration, new developer tooling, organizational shifts, broader platform leadership and stewardship, and going deep on AI — agentic coding, context engineering, and the harness engineering that turns a chatbot into a working system. Same instincts as before: ship systems that work for real users, at real scale.

CAREER ARC
  1. Overhaul
    Aug 2025 — present
    Software Development Engineer III
  2. FreightVerify
    Apr 2019 — Aug 2025 · 6+ years
    Intern → Senior Software Engineer
    PartView lead · VinView contributor
  3. Ferris State University
    2014 — 2019
    B.S. Computer & Information Systems Security
LOCATION
Ann Arbor, MI
United States
SHIPPED AT SCALE
100M+ shipments
Tens of millions of parts/mo · 70K super users
STACK
Python · AWS · K8s
Lambda · SQS/SNS · Kafka · Postgres · OpenSearch
DEPTH ACROSS
  • Backend services & APIs
  • Microservices architecture
  • REST API design
  • Real-time data & eventing
  • OEM / enterprise integrations
  • Auth, RBAC & capability systems
  • Audit logs & observability
  • Security posture & hardening
  • PostgreSQL & schema design
  • OpenSearch & search relevance
  • Data migrations & backfills
  • Dealer / customer-facing UIs
  • Cloud infra (AWS · Azure · K8s)
  • Agentic engineering
  • Cross-team integration work

Modernized AI LLC

An intellectual-property holding company. It owns the trademarks, codebases, and creative work behind the projects shipped on this site.

It isn't an agency, a consultancy, or a product company. It's a quiet legal container — the place where the work lives so it can be licensed, partnered on, or spun out without friction.

Notice: All intellectual property held by Modernized AI LLC — codebases, agents, runtimes, and developer tools — is shared for educational and research purposes only. It is not offered, marketed, sold, or supported as a commercial product, and bears no relation to Overhaul products, services, or systems.
ENTITY
Name
Modernized AI LLC
Type
IP holding company
Founder
Elliott Bregni
Location
Ann Arbor, MI
Domain
modernized-ai.com

Obscura

IN-DEVELOPMENT

A personal AI agent runtime built as a sandbox for harness engineering, agentic coding, and security-first design. Capability-gated tool access, RBAC, and per-call audit logging. Vector memory, 100+ tools/extensions, and long-running task execution. Multi-backend across Claude, OpenAI, and local LLMs with CLI and an MCP server that extends Claude Code with custom workflows.

Python FastMCP REPL RBAC Vector Search
$ obscura run --backend claude --audit on
✓ session started · 100+ tools · rbac: enforced · v2026.3
capabilities: 5/24 granted · audit: deep.jsonl · secrets: vault

Get in touch.