Contact Center Architecture
Designing scalable routing, queues, call flows, and operational foundations.
Contact Center & CX Solutions Architect
I design and modernize enterprise contact-center technology across cloud platforms, intelligent routing, conversational AI, automation, and the systems that connect them.
Austin-based technologist, strategic problem-solver, and occasional trivia champion.
What I Do
I work where customer needs, agent experience, business operations, and platform architecture meet. I understand the systems, but I also understand the people who depend on them.
Designing scalable routing, queues, call flows, and operational foundations.
Translating business-critical capabilities across cloud contact-center platforms.
Creating more useful journeys for customers and more manageable systems for teams.
Connecting automation, customer inputs, and business workflows across systems.
Aligning voice, case management, reporting, flows, and agent experience.
Supporting launches with troubleshooting, documentation, governance, and training.
Selected Work
Representative work is anonymized to protect internal and customer information.
Platform Leadership · Architecture · End-to-End Ownership
Led the migration of a large, multi-queue contact-center environment from NewVoiceMedia to Salesforce Service Cloud Voice and Amazon Connect.
The organization needed to replace its legacy platform while preserving complex routing requirements across numerous business lines. As implementation progressed, architectural and configuration issues created significant risk near go-live.
I led the migration from NewVoiceMedia to Salesforce Service Cloud Voice and Amazon Connect. When the consulting team’s lead architect departed around go-live, I took on additional implementation and architectural responsibility to get the new platform across the finish line.
I rebuilt and modularized critical call flows so they could be maintained and reused more effectively. I also used call-entry tags and attributes to distinguish calls entering through the main toll-free number from direct-line calls, allowing the flow to deliver the appropriate greeting without unnecessary repetition.
After go-live, I became the sole technical owner of the contact center’s Amazon Connect environment and supporting AWS infrastructure, with no dedicated backup. I was responsible for the full environment, including IAM, security profiles and access design, contact flows, routing, telephony configuration, production troubleshooting, platform maintenance, and ongoing architectural changes as business needs evolved. I wasn’t simply administering an application—I held end-to-end technical responsibility for the platform and the AWS environment behind it.
Salesforce Service Cloud Voice · Amazon Connect · AWS · IAM · Security & Access Design · Contact Flows · Routing Architecture · Telephony
Conversational AI · Platform Evolution
Core technical contributor to the Google CCAI rollout, with increasing ownership as the contact-center environment evolved into CX for Gemini.
The new platform needed to preserve business-critical routing, voicemail, phone-number, failover, and support requirements while translating AWS-based functionality into Google Cloud services.
I was a core technical contributor to the implementation and rollout of Google CCAI Contact Center, helping migrate support teams to the new platform and working through technical and operational challenges during the transition. As the platform evolved into Google CX for Gemini, I took on increasing technical ownership—extending the environment, solving implementation challenges, and migrating functionality that had previously depended on AWS into Google Cloud.
I mapped Amazon Connect call flows and voicemail processes, helped design corresponding Google CCAI flows, supported phone-number rationalization and failover planning, and tested complete caller journeys. When emergency-code functionality became blocked by difficulty moving its underlying data, I independently migrated that data from Amazon DynamoDB to Google Cloud Firestore so the capability could move forward in the new architecture.
The transition advanced with clearer documentation, tested customer journeys, defined phone-number and failover plans, and stronger continuity between the legacy and future-state environments.
Google CCAI Contact Center · CX for Gemini · Google Cloud · Firestore · AWS · DynamoDB · Platform Migration · Contact Center Architecture · Telephony · Failover Planning
Routing · IVR · Automation
Improved routing and self-service experiences while reducing unnecessary complexity for administrators, agents, and customers.
I redesigned a user-specific routing model around reusable profiles based on shared combinations of queues and priorities, creating a more scalable structure within Amazon Connect’s platform limits.
I developed routing logic that used Salesforce data to influence interaction priority, allowing routing behavior to reflect business context rather than static telephony configuration alone.
I built and repeatedly refined contact flows for a specialized support team as requirements evolved. The solution used Amazon Lex, Lambda, and DynamoDB to collect information through the IVR and support downstream Salesforce case workflows while accounting for a specific 30-second speed-to-answer expectation.
These solutions reduced unnecessary duplication, made the environment more sustainable to administer, and allowed customer and business context to shape how interactions were handled.
Salesforce · Service Management
Project-managed and ran point on a centralized Salesforce environment for employee service requests across teams with distinct processes and access needs.
The organization needed more than a ticketing interface. Multiple service teams needed a shared environment for receiving, categorizing, routing, managing, and resolving requests while preserving team-specific workflows.
I project-managed and ran point on the implementation, serving as the primary point of contact between technical teams, business stakeholders, and future users. I helped establish responsibilities and tracking, coordinated requirements, documented workflows, and maintained visibility into dependencies and release readiness.
I worked across employee-facing pages, Okta authentication, permissions, Knowledge, queues, fields, layouts, record types, Lightning applications, case processes, templates, branding, and automation planning. I also developed and facilitated training for users and internal stakeholders.
The Request Hub launched with coordinated workflows, clearer ownership, and a more consistent internal service experience. The implementation gave diverse teams a shared Salesforce foundation for managing employee requests.
End-to-End Ownership
From the first architecture decision to the system people rely on after launch.
Technical Toolkit
Amazon Connect · Google CCAI / CX for Gemini · NewVoiceMedia · IVR · Routing
Service Cloud Voice · Flows · Reporting · Case Management · Data Quality
AWS · IAM · Security & Access Management · DynamoDB · Google Cloud · Firestore · APIs · JSON · SQL
Requirements · Testing · Go-Live Support · Documentation · Training · Troubleshooting
About Molly
My career has taken me from supporting customers directly to designing and improving the enterprise systems behind those experiences.
Over seven years, I progressed from customer support into technical analysis and enterprise application administration, eventually becoming the sole technical owner and subject-matter expert for a large Salesforce Service Cloud Voice and Amazon Connect environment and its supporting AWS infrastructure, with no dedicated technical backup. My responsibilities expanded across contact-center architecture, routing and contact flows, IAM and access/security configuration, integrations, cloud-platform migrations, conversational IVR, automation, documentation, training, production troubleshooting, and ongoing platform evolution.
That progression shapes the way I design solutions. I consider the customer navigating the experience, the agent receiving the interaction, the administrator maintaining the logic, and the business depending on the outcome. I’m most useful when the requirements are complicated, the systems cross boundaries, and there isn’t already a set of instructions for getting from the problem to the solution.
My full-stack development background gives me the technical foundation to move comfortably between platform configuration, APIs, data, integrations, and hands-on problem-solving. But technology is the means, not the point: I build systems that are more understandable, maintainable, and human.
I’m based in Austin, Texas, where I remain devoted to old movies, breakfast tacos, and taking trivia night slightly more seriously than necessary.
Earlier Technical Work
Before specializing in enterprise contact-center technology, I completed immersive full-stack development training and built web applications using JavaScript, Node.js, React, Python, SQL/PostgreSQL, APIs, and JSON. I also led nonprofit web and technology work requiring close collaboration with organizational stakeholders.
Ask me about my earlier workLet’s Connect
I’m exploring remote and Austin-based opportunities in contact-center architecture, CCaaS transformation, conversational AI, and CX solutions. If you’re building, modernizing, or untangling the systems behind your customer experience, I’d love to talk.