Principal Engineering • Data Platforms • Enterprise Automation • Applied AI

Modernizing Critical Data & Operational Systems.

Concept Cache delivers principal-level, hands-on engineering for organizations modernizing data platforms, enterprise integrations, and applied AI systems. Engagements are led and executed directly at the architectural level — ensuring production reliability, clean data foundations, and systems built to scale.

Start a project → See selected work →
AI / ML
Web Apps
Data Warehousing
Automations

Services

End-to-end modernization of data and operational systems — from architecture and implementation to production hardening. Work typically focuses on stabilizing reporting foundations, replacing fragile manual processes, unifying disconnected systems, and implementing applied AI on top of reliable data infrastructure.

All engagements are executed directly at the senior level to maintain architectural integrity and delivery quality.

AI‑Assisted Systems

Practical AI for search, summarization, and operations using OpenAI, Anthropic and Amazon Bedrock.

Web Apps

Responsive frontends with Next.js/Angular and robust APIs with Node.js. From MVPs to enterprise apps.

Data Engineering & Warehousing

ETL pipelines, SQL modeling, and analytics with MySQL/SQL Server + Metabase dashboards for visibility.

Automation & Integrations

Streamline workflows across ATS/CRM, finance, and internal tools. Bullhorn, Dynamics GP, 1Staff Back Office, and more.

Reporting & Visualization

Executive‑ready reporting, commissions calculators, and ops dashboards that drive decisions.

Legacy Modernization

Stabilize, refactor, or fully re‑platform critical legacy systems while minimizing downtime and business impact.

Capabilities

Practical engineering with a modernization mindset: clean front-ends, resilient backend services, reliable databases, and automation that holds up in production. The focus is reducing risk, increasing visibility, and keeping systems easy to maintain.

AI & Automation

OpenAI Anthropic Amazon Bedrock Workflow Automation

Frontend

HTML CSS JavaScript React Angular Next.js Bootstrap

Data

MySQL SQL Server ETL Pipelines Warehousing Visualization Metabase

Enterprise

Bullhorn ATS/Data Mirror Dynamics GP

Backend

Node.js REST Auth Caching

Practices

UX‑first Scalability Observability

Selected Work

Examples of delivered work with real results. Most enterprise projects are confidential - detailed case studies available on request.

1‑800 SellACar

Next.js Node.js MySQL
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Job Connection Services, Inc.

Next.js Node.js MySQL
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Barth Packaging

Static HTML CSS Javascript
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Case Studies

Designed Bullhorn reporting system to reduce placement time and ensure compliance.
Built Mailchimp-Bullhorn sync to improve sender reputation and reduce wasted outreach.
Automated daily placement reporting, saving 10 hours weekly with real-time executive visibility.
Bullhorn ATS/Data Mirror Dynamics GP Warehousing Pipelines

Modernizing a Critical System?

If your reporting, integrations, or AI initiatives require senior architectural oversight and production-grade execution, share the basics and we’ll discuss the right approach.