Architect
Connect business intent, system constraints, security boundaries, and evidence into a design that can survive reality.
Architect. Builder. Connector.
I build bridges between people, systems, and possibilities.
I work where enterprise communications, customer experience (CX), applied AI, Business Intelligence (BI), security, and difficult operational change meet. I turn complex work into understandable, repeatable, and safer systems that help people serve customers, automate responsibly, and make better decisions.
Builder
Stay close to implementation, test assumptions, find failure modes early, and turn hard-won knowledge into repeatable delivery.
Connector
Help leaders, customers, engineers, sellers, and operators find shared language, clear ownership, and a workable path forward.
Selected work
Work that moves from ambiguity to an operating result.
These are anonymized examples of the scale, variety, and connective role behind the formal job titles.
Communications separation and cutover
Led engineering for a multi-site separation across thousands of users and stations, correlating inconsistent inventory and usage evidence into migration decisions, cutover validation, operational handoff, and rollback readiness.
Discovery + architecture + field executionVoicemail modernization across more than 40 offices
Authored the integration method and supported data preparation, cutover planning, and validation for an enterprise rollout serving roughly 7,800 people, bridging Avaya PBXs with Cisco voicemail through PIMG and QSIG integration.
Method + migration data + cutover validationCloud communications as a repeatable service
Helped connect offer structure, subscription and pricing logic, onboarding, licensing, identity, network readiness, customer-support workflows, service assurance, and exception handling into one dependable recurring-service operating model.
CX + product + engineering + operationsSecure and resilient GenAI environments
Designed deployment patterns that move prototypes toward usable platforms across container infrastructure, multiple providers, identity-aware access, certificates, logging, data services, resiliency, and recovery.
Experimentation + guardrails + reuseAutomated pharmacy build-out
Helped expand and operationalize network and data-center foundations connecting more than 8,000 hosts across robotics, logistics, printing, conveyors, scanning, vendor systems, and regulated validation.
Systems thinking + coordination + validationVoice AI and call-context preservation
Used traces and controlled environments to isolate signaling, media, escalation, and security risks as AI, contact-center, and voice platforms interact, then translated the findings into reusable guidance.
Protocol evidence + human controlA repair path for an obsolete truck sensor
Engineered and continue to support a retrofit for a discontinued accelerator-pedal sensor, combining reverse engineering, an interface, wiring, installation guidance, fulfillment, and real customer support.
A technical problem with a human outcomeApplied AI for Business Intelligence
Shorten the distance between evidence and a responsible decision.
Business intelligence helps people see what happened. Applied AI can help them query, connect, explain, and use that evidence. The opportunity is meaningful only when definitions, ownership, authority, and verification remain visible.
AI can sound certain and still be wrong. Give it clear limits, and verify its answers before they drive decisions.
AI can assist at every stage. People remain responsible for purpose, values, exceptions, and consequences.
ObserveCollect operational evidence with provenance.
DefineAgree on meaning, ownership, and context.
AskUse AI to explore evidence and surface options.
DecideApply accountable human judgment.
AuthorizeLimit identity, scope, tools, and duration.
ActUse bounded, observable automation.
VerifyProve the real-world outcome independently.
LearnFeed evidence back into the system and team.
About Devin
More than a title, and closer to the work.
My formal titles have spanned founder, Director of Services, project manager, program manager, senior engineer, engineering lead, collaboration engineer, and R&D manager. Across them, the pattern is consistent: understand the real problem, bring the right people together, translate ambiguity into architecture, find risks early, stay through delivery, and make the learning reusable.
That customer-embedded approach is now often described as forward-deployed engineering, although it was not my formal historical title. I have practiced it across enterprise infrastructure, networks, communications, cloud services, customer experience, security, and applied AI.
My customer-experience work spans contact centers, cloud communications, service operations, self-service, and the handoffs between automation and people. In recurring-revenue and subscription businesses, those handoffs affect activation, support, retention, and whether a customer feels known or merely processed. Business Intelligence turns those interactions into evidence for better service and better decisions.
I have worked in technology since 1991, including more than 21 years within one evolving enterprise technology organization through acquisition, integration, national reorganization, product development, and major market change.
“I would rather help people find common ground than give them another reason to see an enemy.”A bright outlook, sharpened by experience
Cancer treatment, including chemotherapy and radiation, sharpened my gratitude, optimism, and sense of purpose. I want my work to leave systems stronger, knowledge more widely shared, people more connected, and possibilities open.
Insights
Ideas tested against real work.
I share experience-tested insights on practical AI, security, Business Intelligence, service productization, integration, communications, automation, and the human judgment that connects them.
How I Use AI to Find the Broken Handoff Without Opening Every Door
A composite customer request shows how I limit the evidence, compare the handoff, map what should cross, and use Business Intelligence to check the result.
When Is a Silo a Wall, and When Is It a Safety Boundary?
How to distinguish an obstructive silo from a safety boundary, then repair the handoff customers actually feel.
What Should Survive an Acquisition?
Part 1 explains what an acquisition can erase by accident and the five choices to make before consolidating.
Integration Without Erasure | Issue 1, Part 2: How AI Can Help You Consolidate What Survives an Acquisition
Part 2 shows how I use and prompt AI to identify what remains, check the evidence, build the integration map, and keep the final decisions with people.
Who Actually Needs Wi-Fi 7
A practical enterprise case for Wi-Fi 7 centered on Multi-Link Operation, client capability, wired readiness, power, security, and what users actually experience.
The Certificate Is Free. The Small-Business Problem Is Not.
Why free TLS certificates still become an expensive small-business problem, where renewals fail, and what I want CertBaton to make easier.
The Old Way Is Not Always the Safe Way
Why familiar manual processes are not automatically safer, and how bounded access, independent verification, recovery, and human ownership make AI-assisted engineering accountable.