Schabell Consulting Group

Strategy meets
quantitative rigor

Independent consulting at the intersection of software engineering, machine learning, and business strategy. Built for organizations that demand precision.

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Areas of Practice

Software, ML & AI Engineering
Python engineering, data infrastructure, AI/ML systems, fractional CTO
Quantitative Strategy & Validation
Model validation, systematic frameworks, data-driven decision making
Business Strategy & Advisory
Market analysis, growth strategy, operational consulting, advisory board engagements

What We Do

Capabilities built for
complex problems.

01
Software & ML Engineering
From architecture to deployment - scalable Python systems, data pipelines, and production-grade ML solutions built to perform under real-world conditions. Also available for fractional CTO engagements, providing senior technical leadership, engineering strategy, and architectural direction for organizations that need an experienced hand without a full-time hire.
Python ML/AI Data Engineering Fractional CTO
02
Quantitative Strategy & Validation
An independent, rigorous perspective on your hardest analytical problems. From validating existing models and processes to designing systematic, data-driven frameworks that replace gut instinct with evidence.
Model Validation Quantitative Analysis Strategic Frameworks
03
Business Strategy & Advisory
Strategic and operational counsel for founders and executives navigating complex decisions. Engagements range from focused project-based consulting (e.g. market analysis, competitive positioning, growth strategy) to formal advisory board roles for organizations seeking an ongoing, trusted outside perspective.
Strategy Operations Advisory Services

About

Deep expertise.
Independent perspective.

Schabell Consulting Group brings an unusually broad combination of technical depth and strategic clarity to each engagement. The work spans software engineering, artificial intelligence, machine learning, and quantitative strategy - with a consistent thread: rigorous, evidence-based thinking applied to problems that matter.

Every engagement receives focused, senior-level attention. There are no junior handoffs, no templated deliverables - just precise, high-quality work tailored to the problem at hand.

10+
Years of leading engineer teams across multiple domains
$50M+
Annual revenue impact from a production ML recommendation system
$7.3B
AUM at prior institutional private equity firm

Background & Credentials

Software & ML Engineering
10+ years leading engineering teams across finance, insurance, and autonomous vehicle technology - delivering production-grade systems at scale
Quantitative Strategy & Validation
Quant team lead at a $7.3B private equity firm, lead data scientist at a major insurance marketplace, and currently building production ML systems for autonomous vehicle technology
Business Strategy & Advisory
From concept to production: independently drove an ML recommendation system from initial strategy through stakeholder alignment and delivery, generating $50M+ in annual revenue

Contact

Let's talk about
your project.

Whether you have a well-defined problem or are still working through the scope, reach out. Every inquiry is taken seriously - if there's a good fit, we'll find it together.

Website
schabellconsulting.com
Location
Naperville, Illinois

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