JR

Jared Roth · Nashville, TN

I turn trapped healthcare data into decisions people act on.

Founding Forward-Deployed Engineer at Altitude Ventures and founder of Tennessee Data Lab. Nine years across data engineering, healthcare operations, and M&A, building the pipelines, dashboards, and automation that PE-backed clinical teams run on.

Jared Roth

About

Operator turned data engineer.

I started in operations, running high-growth markets and learning businesses from the floor up. The throughline never changed: the answer was usually sitting in the data, if someone could get it out and put it in front of the right person.

These days I am a forward-deployed engineer. I embed with PE-backed healthcare teams and build the whole stack, from Python pipelines that pull data out of EMRs with no API, to a warehouse on Microsoft Fabric, to the Power BI and automation people actually use. The reporting that used to take an analyst days now refreshes on its own, and the hours that frees up go to the questions nobody has had time to answer.

I work from first principles and pick the right tool for the job, not the familiar one. Most of my focus is specialty healthcare: orthopedics, pain, and behavioral health. I also like helping small businesses get the same kind of leverage. Nashville based, family first, Eagle Scout, and happiest when something that used to be broken just quietly works now.

9+ yrs

Across data engineering, healthcare ops & M&A

$36M

Healthcare transaction taken to close

12 sites

Orthopedic platform, data built from scratch

3 EMRs

With no API, unified into one source of truth

Tools I reach for

PythonSQLMicrosoft FabricPower BIPower AutomatePlaywright / RPAClaude Coden8nTableauLooker

What I'm building

Ventures, products, and the systems behind them.

A few of the things I am building right now, from a consulting practice to a product to the data platforms that run quietly in the background.

Tennessee Data Lab

Independent data & analytics practice

A boutique practice for PE-backed healthcare operators. M&A sale-prep, operational diligence, and the operating infrastructure that runs the business after the deal closes.

ConsultingHealthcareM&Atndatalab.com

Alpha Victor

Altitude Ventures' tech & ops initiative

The management and technology consulting arm I co-lead at Altitude Ventures. Forward-deployed data engineering, analytics, and AI operations across orthopedic, pain, autism, and behavioral health portfolio companies.

Data EngineeringAI OperationsPortfolio

Healthcare data platforms

From trapped data to decisions

End-to-end analytics stacks on Microsoft Fabric: Python pipelines that pull data out of EMRs with no API, a bronze, silver, gold warehouse underneath, and Power BI that every level of the business actually opens.

Microsoft FabricPythonPower BI

Bid Estimator

AI bid intake for small businesses

A product that turns a contractor's inbound bid emails and PDFs into structured, reviewable estimates. Built for small businesses, starting with my family's glass company in Tennessee.

ProductAISmall Businessbid-estimator.vercel.app

Career

Where I've been.

From operations to forward-deployed engineering. Tennessee Data Lab has run alongside the last few stops.

Bellhop Moving
2016 – 2021

Operations

Market Operations Manager

Bellhop Moving

Ran operations and analytics for the company's highest-growth markets, leading 200+ contractors and turning the Texas region into its top contribution-margin territory.

Capsule Pharmacy
2021 – 2023

Healthcare

Provider Partnership Manager

Capsule Pharmacy

Managed 200+ provider partnerships serving 2,000+ weekly patients, and recovered $300K in missed revenue by closing national payment-collection gaps.

Tennessee Data Lab
2023 – Present

Founder

Founder

Tennessee Data Lab

Founded a boutique data and analytics practice for PE-backed healthcare operators, spanning M&A sale-prep, operational diligence, and post-deal operating infrastructure.

Sport Ortho Urgent Care
2024 – 2025

Data & Analytics

Director of Data & Analytics

Sport Ortho Urgent Care

Built the entire data function from scratch for a 12-location orthopedic urgent care platform, cracking three API-less EMRs and unifying them into one source of truth.

Altitude Ventures · Alpha Victor
NOW

2025 – Present

Founding Forward-Deployed Engineer

Altitude Ventures · Alpha Victor

Ship data infrastructure and AI-powered operations across a PE-backed healthcare portfolio, from data ingestion through executive reporting.

Now · Updated June 2026

What I'm focused on.

A snapshot of current work, in the spirit of a /now page. It changes as the work does.

  • 01Co-leading Alpha Victor, building data and AI operations across Altitude Ventures' healthcare portfolio.
  • 02Standing up a pain-management analytics stack on eClinicalWorks, mirroring the Microsoft Fabric playbook I built at Sport Ortho.
  • 03Putting AI agents on patient intake, referrals, and scheduling, then piping the data straight into reporting.
  • 04Growing Bid Estimator into a product small businesses can run on their own.

Get in touch

Let's talk.

Whether you are a healthcare team buried in data, a founder building something, or you just want to compare notes, my inbox is open.