Bradley Chippi

Bradley Chippi

AI Engineer and Data Platform Architect at Dow

Data and AI platform engineer with hands-on enterprise experience building governed, high-throughput platforms on Databricks, Azure, and Synapse. I lead platform architecture, FinOps, governance, and automation so developers can ship faster and data consumers can trust what they use. My work includes SAP ECC integration, event-driven data engineering, AI platform operations, and production GenAI systems. I also teach graduate Python at Saginaw Valley State University and am the founder and sole engineer behind OpenFret (openfret.com). Projects: github.com/BChip. Writing: webenclave.com.

Work Experience

Artificial Intelligence Engineer - Dow July 2025 - Present

  • Lead the design and deployment of enterprise AI/ML solutions that connect business strategy with measurable outcomes across supply chain, manufacturing, and corporate functions.
  • Design and operate governed Databricks AI platforms using Unity Catalog, MLflow, model serving, and medallion architecture patterns for secure, scalable delivery.
  • Build agentic AI and contract intelligence solutions using retrieval workflows, OCR, embeddings, vector indexing, information extraction, and knowledge assistants.
  • Provision and optimize AI/ML environments across development, test, and production using Terraform, Azure, infrastructure as code, and reusable MLOps modules.
  • Own Synapse SQL warehouse FinOps for manufacturing and IT/OT analytics workloads, including workload-group design, resource governance, and automated scaling policies.
  • Implement Azure DevOps and Azure CLI automation to scale Synapse compute during batch windows while protecting SLA performance and controlling spend.
  • Strengthen reliability for inherited critical systems by resolving production defects, overhauling logging, and improving automated test coverage after team transitions.
  • Build data pipelines that unify process, ERP, supply chain, and IoT data into trusted foundations for analytics, automation, and AI use cases.
  • Create "Agent Bricks," a modular enterprise AI agent framework for retrieval, reasoning, and decision automation.

Adjunct Faculty - Computer Science and Information Systems - Saginaw Valley State University January 2025 - Present

  • Teach a graduate course in Python programming for the Master of Science in CSIS program.
  • Design and deliver course materials focused on Python application programming, data organization, and mathematical operations.
  • Use advanced object-oriented programming features and tools such as NumPy.
  • Engage students in hands-on learning experiences and practical applications of Python programming.
  • Collaborate with faculty and staff to enhance the curriculum and support student success.
  • Contribute to the university’s commitment to undergraduate teaching, learning, and community-based research.

Associate Solution Manager - Dow Chemical May 2021 - July 2025

  • Defined product scope and solution architecture with solution leaders across manufacturing and operations initiatives.
  • Architected real-time SAP ECC ingestion on Azure Service Bus, including delta-capture pipelines for work orders, headers, documents, and notification domains.
  • Designed event-driven integration patterns with Azure Functions, Redis caching, Synapse ingestion, and downstream APIs to reduce ECC load and improve application responsiveness.
  • Built publish-notify patterns and data access services that gave warehouse consumers low-latency access to new data while protecting ECC performance and controlling platform costs.
  • Developed and optimized ETL pipelines using Azure Data Factory, SAP BODs, and event-driven architecture to support operational and analytical workloads.
  • Administered Synapse RBAC and schema-level security controls across non-production and production support groups to enforce enterprise data governance.
  • Defined solution KPIs, improved reliability controls, and developed reusable services, APIs, and shared libraries for broader adoption across Dow.

Software / DevSecOps Engineer - Dow Chemical's R&D November 2019 - May 2021

  • Develop software solutions that support Dow's material businesses.
  • Analyze user requirements and create functional specifications.
  • Debug and troubleshoot issues in team's app portfolio.
  • Perform code reviews and provide feedback to improve code quality.
  • Document software design, implementation, and testing procedures.
  • Scan and remediate code repositories with static application security testing tools.
  • Integrate security practices into the development and deployment of team's applications.
  • Train and educate team members on security best practices.
  • Led and supported Dow's cloud-native initiative for modern software engineering.

Cyber Security Operations Automation Specialist - Dow Chemical June 2018 - November 2019

  • Deployed a solution to track the progress of security incidents from analysis to recovery.
  • Built a process that allowed the Security Operations Center to dynamically create use cases.
  • Led the direction toward DevSecOps for modern software engineering at the company.
  • Developed and implemented automation solutions to enhance the efficiency and effectiveness of cyber security operations.
  • Designed and deployed automated workflows for detecting, analyzing, and responding to security incidents and threats.
  • Created custom scripts and automation playbooks to streamline repetitive security tasks, such as threat intelligence gathering, incident response, and vulnerability management.
  • Worked closely with security analysts, engineers, and other stakeholders to identify opportunities for process improvement and automation.
  • Evaluated and selected appropriate automation technologies and tools based on security requirements and operational needs.
  • Developed custom solutions for ServiceNow's Security Operations modules.
  • Developed and deployed group-based privileged identity management.

Cyber Security Intern - Dow Chemical May 2017 - May 2017

  • Build threat prevention and network health dashboards with Pygal and Power BI.
  • Created a web application that managed black/white listing for the company’s corporate firewalls.
  • Set up a Juniper firewall development lab and configured policy groups and threat prevention policies.
  • Set up logging, SSL inspection, and connections to advanced threat prevention feeds.
  • Automated tracking of potential cyber security threats on social media using bots.

Systems Developer - Dow Chemical September 2014 - May 2018

  • Managed custom scripts for extensibility of Microsoft SharePoint sites using JavaScript.
  • Created autonomous scripts to ease and eliminate workloads using PowerShell.
  • Designed data visualizations that showcased Dow manufacturing using the company BI tool.

Projects

OpenFret

OpenFret is my flagship product: a browser-based platform for guitarists that combines gear tracking, practice analytics, live collaboration, and Guitar Quest, an RPG powered by real guitar note detection through the microphone.

  • Built and continue to invest in an all-in-one music platform with practice tooling, gear inventory, community features, and real-time browser experiences for guitarists.
  • Created Guitar Quest, a gamified learning experience that turns fretboard notes, scales, and theory practice into RPG-style progression with real guitar input.
  • Designed the product foundation for expansion into native Apple experiences, including an upcoming iPhone, iPad, and Apple Watch guitar tuner.

Education

MS Computer Science and Information Systems (May 2018 - May 2019)

Saginaw Valley State University

BS Computer Science (Sep 2014 - May 2018)

Saginaw Valley State University

Certificates

Azure DevOps Expert

Issued by: Microsoft

Azure Developer Associate

Issued by: Microsoft

Fundamentals of Reinforcement Learning

Issued by: University of Alberta