/ Me

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, serves 70K monthly active users, and is used by six of the world's largest automotive manufacturers.

I led the implementation of PartView, FreightVerify's aftermarket-parts visibility product, and was a major contributor to the flagship VinView — a real-time VIN tracker that's logged 15M+ logins since launch and is used daily by dealer networks at GM, Ford, Honda, and Hyundai.

I wore a lot of hats: backend services in Python and Java, OEM data integrations, dealer-facing UIs, AWS/Azure infrastructure on Kubernetes, on-call observability with Rollbar, 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.

Building with AI is the newest chapter — agent runtimes, vector memory, MCP servers, developer tooling. Same instincts as before: ship systems that work in production, for real users, at real scale. That work lives at Modernized AI LLC.

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
15M+ VinView logins · 70K MAU
STACK
Python · AWS · Azure
K8s · Java · MCP · OpenAI
DEPTH ACROSS
  • Backend services & APIs
  • Real-time data & eventing
  • OEM / enterprise integrations
  • Auth, RBAC & capability systems
  • Audit logs & observability
  • Security posture & hardening
  • Multi-backend agent runtimes
  • Vector memory & retrieval
  • MCP servers & tool design
  • Dealer / customer-facing UIs
  • Cloud infra (AWS · Azure · K8s)
  • 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

BETA

Production-grade AI agent runtime — security-first by design. Capability-gated tool access, RBAC, per-call audit logging, and pluggable secrets management. CLI, REST API, Web UI, and MCP server. Supports Claude, OpenAI, GitHub Copilot, and local LLMs with 100+ tools, vector memory, and 49 plugin integrations.

Python FastAPI MCP Qdrant RBAC Audit log
$ obscura run --backend claude --audit on
✓ session started · 49 plugins · rbac: enforced · v2026.3
capabilities: 5/24 granted · audit: deep.jsonl · secrets: vault

Get in touch.