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Sonia Cook-Broen - AI Solutions Architect
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Sonia Cook-Broen

AI Solutions Architect

Quote:Unconventional thinking for different times.
AI Platform Scale
0→110K in 2 Years Built AI education platform from zero to 110,000 subscribers and 7,500 weekly newsletter readers
Enterprise Security
Digital Transformation Rebuilt customer-facing security portal for CrowdStrike with Lightning Web Components and security-first architecture
Deployment Acceleration
2 Weeks → 2 Hours Architected custom CMS solution reducing release cycles from weeks to hours at WEX
DevOps Innovation
Automated Build Pipeline Created CI/CD workflow with SFDX, CircleCI, and automated testing for legal tech platform at Litify
Conference Speaker
5,000+ Developers Reached Presented scalable cloud architectures at Dreamforce '22 and TrailheadDX '22
Academic Collaboration
AI for Research Leading AI workshops for academics and building research-grade AI applications for cross-disciplinary work

About

With 15 years of extensive experience in software development, I have designed, developed and deployed code in a variety of sectors, including healthcare, legal technology, cybersecurity, and the creative economy. I develop innovative solutions grounded in experience.

110K+
Learners Reached
7.5K
Weekly Newsletter Readers
15+
Years Shipping Code
5
Domains Applied

Healthcare Tech • Legal Tech • Cybersecurity • Enterprise Platforms • AI/Creator Economy

Experience

Career Timeline: WEX → IDEXX → Litify → CrowdStrike → Salesforce → TheTechMargin

2023 — Present

Founder & AI Platform Architect

TheTechMargin

Mission: Democratize AI for builders, not just consumers

Built AI enablement platform from 0→110K YouTube subscribers and 0→7.5K weekly newsletter readers. Architected applications for academic and creative AI adoption using modern web frameworks and functional AI systems design. Built data stores and embeddings for various AI applications. Leading Women in AI workshops.

Key Achievement: Scaled platform from zero to six-figure user base while maintaining human-centered design

Technologies:

PythonLangChainRAGVector DBsNext.jsContent Systems
110K YouTube subscribers7.5K weekly newsletter readersWomen in AI workshopsAcademic AI collaborationsDigital humanities researchHuman-centered AI interfacesCross-disciplinary exploration tools
2021 — 2023

Senior Manager, Technical Ecosystem Enablement

Salesforce

Scope: Global platform strategy and partner enablement

Speaker at Dreamforce '22 on Salesforce Functions and scalable cloud architectures. Speaker at TrailheadDX '22 with Experience Cloud demonstrations. Implemented solutions to scale technical enablement across global partner ecosystem.

Key Achievement: Strategic technical leadership at global scale impacting millions of users

Technologies:

ApexLightningHerokuMuleSoftEinstein AIPlatform Strategy
Dreamforce '22 speakerTrailheadDX '22 speakerGlobal partner enablementMillions of end users impactedPlatform adoption strategyMulti-country technical strategy
2019 — 2021

Lead Salesforce Developer

CrowdStrike

Stakes: Security infrastructure for Fortune 500 enterprises

Rebuilt Customer Community Portal using Lightning Web Components with security-first architecture. Built Salesforce functionality for internal and external use cases. Drove adoption of user experience best practices. Developed custom UI and bi-directional Zoom integration. Established version control with GitHub and implemented developer processes.

Key Achievement: Trusted with critical security infrastructure for Fortune 500 clients

Technologies:

LWCJavaScriptSecurity FrameworksCloud InfrastructureGitHub
Customer Community Portal rebuildLightning Web Components migrationSecurity-first developmentFortune 500 clientsDeveloper mentoringGitHub version control implementationResponsive UX design
2018 — 2019

Lead Software Engineer

Litify

Challenge: Accelerate deployment velocity while maintaining quality

Led Core Product Engineering team. Created DevOps process using SFDX, Scratch orgs, and CircleCI for automated build and test workflow. Responsible for code standards, best practices, mentoring, and architectural decisions. Implemented continuous integration and Git workflow for legal tech platform.

Key Achievement: Led DevOps transformation enabling rapid deployment cycles

Technologies:

Salesforce PlatformCI/CDAgileSFDXCircleCI
Rapid deployment cyclesComplete platform refactorTeam leadershipSFDX/CircleCI implementationLegal tech transformationDevOps transformation
2016 — 2018

Senior Application Developer

IDEXX

Focus: Enterprise healthcare technology transformation

Led development team implementing cloud best practices. Transitioned approach from desktop-focused to mobile-driven design. Lead cloud developer for global Salesforce implementation including online ordering, lab test result visualization tools, and SAP-integrated customer pricing tools.

Key Achievement: Shipped enterprise healthcare software at scale for global deployment

Technologies:

Mobile DevelopmentData VisualizationHealthcare APIsSalesforceResponsive Design
Mobile-first transformationLab visualization toolsGlobal Salesforce implementationDesktop-legacy transitionMedical data visualizationResponsive design leadership
2013 — 2015

Software Engineer

WEX

Objective: Accelerate development and deployment cycles

Developed custom CMS solution for templating online credit applications, reducing release time from 2 weeks to hours. Created custom data visualization dashboard using Node.js and d3.js. Built mobile app for international sales team.

Key Achievement: Learned to ship fast, iterate faster—foundation for future technical leadership

Technologies:

SalesforceApexCustom CMSAutomationNode.jsd3.js
Custom CMS developmentSame-day deployment2-week to 1-day release cyclesGraphical APEX interfaceRelease cycle optimizationAutomation systems

Projects

TheTechMargin

Platform for AI Mindset, Learning & Experimentation

App studio and platform for AI mindset development, learning, and experimentation. Provides resources, workshops, and tools for exploring AI through hands-on projects and community-driven learning.

Impact110K+ subscribers, 7.5K weekly readers
FocusAI literacy & experimentation
ApproachWomen in AI workshops
AI EducationCommunity LearningApp StudioExperimentation Platform

Next Dream

Life Design & Curiosity-Driven Evolution

Creative portfolio project for designing your next stage in your curiosity-driven life. Guides personal and professional evolution through reflection, exploration, and intentional life design.

PurposeLife design & personal evolution
FocusCuriosity-driven transitions
ApproachCreative exploration
Life DesignPersonal DevelopmentCreative PortfolioIntentional Living

Dante Explorer

Computational Humanities Research Tool

Vector embeddings and semantic search for medieval literature scholarship. Built in collaboration with humanities researchers to make Dante's works computationally accessible while maintaining scholarly rigor.

CollaborationAcademic researchers
TechnologyRAG implementation, vector embeddings
ApplicationDigital humanities research
REST APIsVector EmbeddingsSemantic SearchDigital Scholarship

AI-Mindset for Academia

Workshop Program for Responsible AI Adoption

Cohort-based workshops teaching academics practical AI implementation while addressing attribution, ethical considerations, and scholarly standards. Designed for researchers and faculty adopting AI in their work.

FocusAcademic AI literacy
ApproachCohort-based learning
ContentEthics, attribution, implementation
Workshop CurriculumEthical AIAcademic StandardsFaculty Development

The Artist's Ally

AI Tools for Creative Professionals

Human-centered AI interface enabling working artists to integrate AI into their practice. Built by an artist for artists—demonstrating accessible AI implementation for non-technical users while respecting domain expertise.

UsersWorking creative professionals
DesignHuman-centered AI interface
ApproachAccessible implementation
AI AgentsHuman-Centered DesignAccessible AIDomain Expertise

Published Writing | Maine Biz

Leadership & Productivity Articles

Collection of published articles exploring entrepreneurial balance and productivity strategies. Includes the Four Pillars of Vitality framework for work-life balance and practical email management systems for reducing digital overwhelm.

PublicationMaine Biz
Published2023
TopicsLeadership, productivity, wellness
LeadershipEntrepreneurshipProductivityWork-Life Balance

Enterprise Platform Modernization

Security-First Architecture at Scale | CrowdStrike

Rebuilt customer-facing portals for enterprise security clients using Lightning Web Components. Maintained security requirements while enabling new capabilities and improving user experience.

ScopeFortune 500 security infrastructure
AchievementZero-downtime migration
ImpactMillions of endpoints protected
Lightning Web ComponentsSalesforce PlatformResponsive UI PatternsSecurity Architecture

DevOps Intelligence

Automated Deployment Pipeline | Litify

Architected automated build and test workflows for legal tech platform. Established continuous integration, version control processes, and architectural standards across development teams.

AchievementRapid deployment cycles established
ScopeLegal tech platform transformation
ImpactTeam-wide DevOps adoption
SFDXCircleCIScratch orgsGitHubConfluence

Healthcare Data Visualization

Mobile-First Transformation | IDEXX

Led global transition from desktop-focused to mobile-driven design for veterinary diagnostics platform. Built lab test result visualization tools and SAP-integrated pricing dashboards using D3.js, creating translatable interface for international deployment.

AchievementDesktop-to-mobile transformation
ScopeGlobal healthcare platform
ImpactInternational veterinary diagnostics
D3.jsData VisualizationMobile-First DesignSAP IntegrationHealthcare APIs

Deployment Acceleration

Custom CMS Solution | WEX

Developed custom content management system for templating online credit applications using graphical interface, reducing release time from 2 weeks to hours.

Achievement2 weeks → hours release time
TechnologyCustom CMS with graphical interface
ImpactDeveloper productivity transformation
Salesforce ApexVisualforceCustom ObjectsAutomation

Technical Expertise

AI & Machine Learning

Functional AI systems design and implementation

Functional AI systems designCustom embeddings and data storesAI workflow automationSemantic search architectureModel-agnostic implementationsHuman-centered AI interface design

Cloud & Platform Architecture

Enterprise-scale solutions and security

Enterprise-scale cloud solutionsSalesforce Lightning Platform (8+ years)Microservices architectureAPI development and integrationSecurity-first designDevOps automation and CI/CD

Full-Stack Development

Modern web frameworks and responsive design

Modern web frameworks (React, Next.js, Node.js)Lightning Web ComponentsCustom UI developmentData visualization (d3.js)Mobile-first responsive designWordPress, custom CMS

Leadership & Enablement

Technical strategy and community building

Technical ecosystem strategyDeveloper mentorship and educationConference speaking (Dreamforce, TrailheadDX)Cross-functional team leadershipProcess improvementCommunity building at scale

AI strategy & implementation

Open to opportunities where unconventional thinking meets technical excellence—whether that's enterprise AI architecture, academic research infrastructure, or building AI systems that democratize access.

AI Solutions Architect with 15+ years architecting enterprise platforms and leading technical teams. Proven ability to scale solutions from zero to six-figure user bases while maintaining human-centered design principles.

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