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Brent Rockwood

Principal / Staff Software Engineer · Security & Systems Architect

Johns Creek, GA · +1 404-960-2864 · brent@brentrockwood.com

https://www.linkedin.com/in/brentrockwood/
https://github.com/brentrockwood
https://rockwoodlab.com

SUMMARY

Principal / Staff Software Engineer with 30+ years of experience building software platforms, security systems, and operational tooling across finance, cybersecurity, identity governance, and SaaS.

Recent work has focused on AI-assisted systems, agent workflows, human-in-the-loop automation, knowledge retrieval systems, evaluation frameworks, and infrastructure automation. Experienced designing systems that combine deterministic software, data platforms, and AI models to support operational decision-making and complex technical workflows.

Deep expertise in Python, TypeScript, React, GraphQL, Linux systems, security architecture, and large-scale distributed systems. Known for translating ambiguous requirements into reliable, maintainable systems and operating effectively at the intersection of engineering, architecture, security, and operations.

CORE SKILLS

Languages & Runtimes
Python, TypeScript, JavaScript, Node.js, C#, C++, SQL

Frontend & APIs
React, Redux, REST, Tailwind, AngularJS (legacy)

Backend & Data
PostgreSQL, MS SQL Server, SQLite, Qdrant, MongoDB, Redis, MySQL, GraphQL

Cloud & Infrastructure
Linux, Docker, Devpods, AWS (Elastic Beanstalk, EC2, S3, RDS), CI/CD, Nginx

AI Systems & Agent Engineering
Agent Workflows, Human-in-the-Loop Systems, RAG, Vector Databases, Knowledge Retrieval Systems, Model Evaluation Frameworks, Prompt & Context Engineering, Multi-Model Orchestration, Local LLM Infrastructure, Operational Automation

Security & Systems
RBAC, IAM Integrations, Data Governance, Compliance Reporting, Identity Lifecycle Management, Enterprise Security Architecture, Windows Kernel Development (historical)

PROFESSIONAL EXPERIENCE

Rockwood Lab — Principal Engineer / Founder (AI Systems & Software Architecture)

May 2024 – Present

Founded and operate Rockwood Lab, an independent engineering practice focused on applied R&D, systems architecture, and full-stack software delivery.
Designed and implemented AI-assisted software systems combining LLMs, deterministic automation, retrieval systems, and human-in-the-loop workflows.
Built agent-oriented architectures for operational automation, documentation generation, infrastructure support, and software development workflows.
Developed vector-database-backed knowledge systems enabling semantic retrieval across technical documentation, runbooks, and project artifacts.
Designed evaluation and experimentation frameworks for comparing models, prompts, workflows, and autonomous behaviors.
Ported and adapted open-source AI systems including Karpathy’s Autoresearch and NVIDIA OpenShell/NemoClaw to local infrastructure environments.
Developed multi-model orchestration tooling enabling collaborative workflows across frontier and local models.
Led contract engagements delivering production React/TypeScript applications, including billing and payment system integrations.
Served as technical lead and architect owning requirements, system design, implementation, and delivery end-to-end.

Selected AI Systems & Infrastructure Projects

Autoresearch Strix Halo Port — Ported and optimized Karpathy’s Autoresearch framework to AMD Strix Halo local infrastructure, enabling high-throughput autonomous research workflows on consumer hardware.
OpenShell / NemoClaw Integration — Implemented Ollama provider support and contributed infrastructure enabling local and remote model orchestration within agent-driven development workflows.
Trio Multi-Model Collaboration Tool — Built a command-line system coordinating multiple frontier and local models within a shared workflow, enabling comparative analysis and collaborative problem solving.
Operational Knowledge & RAG Systems — Designed vector-database-backed knowledge retrieval systems integrating infrastructure documentation, runbooks, and operational procedures to support AI-assisted troubleshooting and decision-making.

Tech: Python, Go, Rust, React, TypeScript, Node.js, GraphQL, SQL, Docker, Qdrant, AI Tooling, Infrastructure Automation

Wells Fargo — Vice President, Lead Information Security Engineer

May 2019 – May 2024

Architected and owned a suite of internal security platforms used to ingest, normalize, and visualize enterprise-wide cybersecurity and compliance metrics.
Designed and operated event-driven platforms supporting enterprise security decision-making, regulatory reporting, and executive visibility across large-scale distributed environments.
Built workflow automation and data-processing systems responsible for ingesting, normalizing, and correlating information from multiple enterprise sources.
Designed event-driven data pipelines in Node.js and TypeScript feeding GraphQL APIs consumed by executive dashboards and federal oversight teams.
Implemented delta-sync, partial-query caching, and resolver optimization, significantly reducing latency and payload size under load.
Led cross-team design reviews to harden authentication, RBAC, and service-to-service API security.
Systems supported CISO-level reporting and ongoing regulatory scrutiny at enterprise scale.

Tech: Node.js, TypeScript, React, Redux, GraphQL, MS SQL Server, Jenkins, Nginx

TEKsystems — Senior Software Engineer

2017 – 2019

Delivered full-stack features for Fortune 50 retail and financial clients supporting high-throughput transactional workflows.
Optimized GraphQL resolvers and query batching strategies.
Refactored legacy Redux middleware into typed, normalized slices, improving maintainability and developer velocity.
Built centralized logging and diagnostics pipelines.

Tech: Node.js, TypeScript, React, Redux, GraphQL, MS SQL, Elasticsearch

Soltech — Senior Backend Developer / Technical Lead

2016 – 2017

Led backend development for automotive logistics and airline service platforms.
Designed and deployed stateless microservices on AWS Elastic Beanstalk.
Implemented PostgreSQL transaction strategies and connection pooling to reduce deadlocks under concurrency.
Managed a small engineering team and reported directly to executive leadership.

Tech: Node.js, TypeScript, PostgreSQL, Docker, AWS

Independent Consultant

2001 – 2016

Selected engagements:

Identity Governance & IAM Integrations — Cenovus Energy, State of Colorado Built bidirectional identity lifecycle connectors integrating Quest One Identity Manager, Google Workspace, and enterprise service desks.
Enterprise AngularJS Component Library — Liberty Mutual Developed reusable UI components interfacing with large Java-based REST backends.
Municipal Election Reporting Platform — City of Halifax Designed real-time vote aggregation system with fault-tolerant mobile ingestion.
Bitcoin Mining Marketplace — GAW Miners Built Node.js backend services supporting cloud-based mining rentals and marketplace operations.

Quest Software / Dell Software — Senior Software Engineer

2004 – 2012

Co-developed multiple commercial identity and governance products including Quest One Identity Manager (Data Governance Edition), Quest Group Policy Manager, and Quest Archive Manager.
Implemented backend services and a Windows kernel minifilter driver to audit and intercept filesystem access.
Reverse engineered Microsoft Group Policy internals and implemented XML-based comparison and reporting systems.
Managed regression testing, installer packaging, and enterprise deployment tooling.
Worked as a member of an Agile/Scrum software development team.

Tech: C#, C++, Windows Kernel APIs, NTFS, ADSI, MS SQL Server

Earlier Career

Software Engineer / Systems Analyst — Mount Sinai School of Medicine (1997–1999) Developed NIH-compliant clinical trial software and supported neurology research systems.

Hardware & Software Generalist — Rockwood Electronics (1990–1997) Built custom PCs, performed forensic troubleshooting, and developed Access/VBA automation systems.

EDUCATION

Bachelor of Computer Science Technical University of Nova Scotia

Completed two years of the program.