Chino Hills, California
Fredrick L. Roby
Enterprise AI and product engineering executive.
Head of Solutions Architecture, Hi-Tech, Electronics & Semiconductor at Amazon Web Services.
Twenty-five years spent building the technology that didn't exist yet, then making it work at scale — ranking systems for tens of millions of people, streaming platforms, 100-person product organizations, and now production AI for the enterprise. I run a multi-billion-dollar technical business and still write and deploy the code.
fred at roby.email linkedin.com/in/fredrickroby fredroby.com
The AI work isn't new
In 2007 I designed a multidimensional content-relevance algorithm for the Myspace feed — weighing recency, engagement, content taxonomy and user affinity to decide what tens of millions of people saw each day. It lifted engagement 80%+ in two months and became a granted US patent. That is the same ranking and retrieval problem enterprise AI solves today, at a different scale and with better tools. I've been working on it for nineteen years.
Where the work has been
Each bar is a role, drawn to the length of time spent in it. Choose one to read it.
Profile
I build and lead the technical organizations that take AI from a promising demo to something a large enterprise actually runs in production — the architecture, the evaluation, the governance, the path to deployment, and the people who carry it.
At AWS I lead Solutions Architecture for a multi-billion-dollar hi-tech and electronics segment: a 44-person distributed organization of senior managers, Principal Solutions Architects and builders, co-owning revenue, pipeline, consumption and technical-win outcomes with Sales. I created the agentic AI workshop and GenAI path-to-production framework now used across US Enterprise and Canada, and built the AI-generated field-insight and resource-allocation mechanisms our leaders plan with.
Before AWS I ran product and engineering at WarnerMedia, Outlook Amusements, Green Dot, Dollar Shave Club and Myspace — 100+ person organizations, 60+ applications, consumer platforms at national scale. I've been a founder twice and hold two patents.
I'm still hands-on. I architect and code agentic applications on AWS and Google Cloud with Kiro CLI, Claude CLI, Claude and Codex, and I ship consumer-facing AI products on my own time. The reason I can lead this work credibly is that I do it.
- People led today
- 44 five districts, seven direct reports
- GenAI proof to production
- ~48 hrs under the path-to-production framework
- Promotions delivered
- 10+ in six years, four to Principal
- Patents
- 2 one granted, one published
Built
Products I designed, wrote and deployed myself, outside of work. All of them run in production on AWS today.
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Fund My Squad
Turns any event into a fundraiser — ticketing, donations and product sales in one place, free for the organizer. Built for teams, schools and community groups.
Server-rendered application behind CloudFront, with payments and multi-tenant organizer accounts.
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TrueAvail
Persona-based scheduling pages backed by a single view of availability across Google, Microsoft and Zoho calendars — so one person can publish different booking rules for different audiences without double-booking themselves.
Three calendar APIs reconciled into one availability model, each with its own recurrence, free/busy and timezone semantics.
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Konklave
A community platform for Greek-letter organizations — member directory, chapter browsing, events and engagement — white-labeled so each organization gets its own brand, domain and member base on shared infrastructure.
Multi-tenant, one codebase, deployed per organization.
Experience
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2020 — Present
Amazon Web Services
Head of Solutions Architecture, Hi-Tech, Electronics & Semiconductor
- Created an agentic AI workshop and GenAI path-to-production framework that converted measurable pipeline, supported customer production deployments, and brought some GenAI proofs to completion in roughly 48 hours; built AI-generated field-insight, enterprise-goals and resource-allocation mechanisms adopted across US Enterprise and Canada.
- Guide C-suite, board-level and senior technical stakeholders from business case and discovery through architecture, implementation roadmap, governance and production readiness across AI, agentic AI, HPC, cloud modernization, hybrid and on-premises environments.
- Lead a 44-person distributed Solutions Architecture organization — seven direct reports across five districts and eight technology subsegments — serving technically demanding hi-tech and electronics enterprises.
- Operate against a quota-linked performance model; co-own segment revenue growth, pipeline, consumption, launched revenue and technical wins with Sales leadership. Authored the multi-year strategy and three-year revenue plans that delivered sustained growth across consecutive fiscal periods.
- Set technical strategy on marquee pursuits, including a first-of-its-kind Bedrock agreement, competitive hyperscaler displacements and multi-year professional-services expansion; influenced hundreds of millions of dollars in cloud revenue, and led a cross-regional technical motion to a 58% technical win rate.
- Develop senior technical talent as an Amazon Bar Raiser: 10+ promotions in six years, four to Principal, three individual contributors into management, with annual departures held below three.
- Remain a player-coach — architected and coded an AI-driven customer-resiliency platform, and built internal agentic applications for talent mobility and candidate sourcing with Kiro CLI and Claude CLI.
Enterprise Leader, Solutions Architecture — Northern California
- Led customer-facing Solutions Architecture teams across healthcare and life sciences, hi-tech manufacturing, financial services, retail, media and automotive.
Senior Leader, Solutions Architecture — Greenfield Enterprise
- Built and scaled technical field teams serving net-new enterprises across Southern California, Hawaii, Phoenix and the Mountain States.
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2017 — 2020
WarnerMedia
Vice President, Global Business-to-Business Applications
- Led a global organization of 100+ employees, consultants and partners across engineering, product, QA and program management; owned delivery and reliability for 60+ streaming, video-on-demand, web, mobile, desktop and connected-TV applications.
- Saw the gap before the market did and launched an internal virtual premiere platform — live streaming, on-demand and audience engagement — that cut per-event cost by 80% and gave the studio first-mover advantage as the pandemic closed theatres.
- Consolidated the application portfolio by a third for $3.5M+ in first-year savings.
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2013 — 2016
Outlook Amusements
Vice President, Software Development
- Led a 40+ person software engineering, data, quality, CRM and telephony organization on a $3.7M annual technology budget.
- Invented a web and mobile virtual-consultation model connecting clients to advisors in a single click; named inventor on the resulting published US patent application.
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2013
YP
Technology Consultant
- Designed an enterprise service bus, operational dashboard and administrative tooling that streamlined fulfilment of online advertising products.
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2012
Dollar Shave Club
Chief Technology Officer
- Defined the early technology vision, architecture, infrastructure, budget and hiring strategy, and built the engineering organization and technical foundation behind the company's $9.8M Series A.
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2011 — 2012
Green Dot Corporation
Senior Director, Interactive Development
- Set technical direction, development methods and success metrics for interactive financial technology products across onshore, nearshore, offshore and partner teams.
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2007 — 2011
Myspace
Vice President of Engineering — Activities Feed, Splash Page & User Home
- Designed a multidimensional content-relevance algorithm — weighing recency, engagement, content taxonomy and user affinity — that lifted engagement 80%+ within two months and became the basis for granted US Patent 8,930,453.
- Led a 19-person cross-functional engineering, program and quality organization, directing a stream architecture serving 30M+ unique daily users through a major company relaunch.
- Established technical partnerships with Twitter, Facebook, Google and Yahoo.
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1999 — 2017
ExchangeBlvd.com founded
Chief Technology Officer & Founding Developer
- Built an online golf-equipment marketplace that used live transaction data to establish a real market price for used clubs — an early proof of data-driven commerce, run alongside the roles above for eighteen years.
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Alongside
Vyoo co-founded
Co-Founder & Chief Executive Officer
- Led development of a community and social platform that became the official hub for Holliblu, a private nurses community, and was later acquired by Nurse.com.
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1997 — 1999
Sprint
Software Engineer
Credentials
AI and engineering
- Enterprise AI
- Generative AI
- Production agentic and multi-agent systems
- Large language models
- Retrieval, evaluation and model deployment
- AI governance and safety review
- AWS Bedrock
- Claude
- Claude CLI
- Kiro CLI
- Codex
- AWS and Google Cloud
- Cloud, hybrid, VPC and on-premises architecture
- High-performance computing, storage and networking
- Enterprise integration
Leading the organization
- Solutions Architecture leadership
- Product and platform engineering
- Organization design and transformation
- Executive workshops and technical discovery
- Strategic pursuits and technical wins
- Pipeline, revenue and consumption ownership
- Business cases and implementation roadmaps
- Partnership with sales, product and customer success
- Talent acquisition, development and succession
- Amazon Bar Raiser
Education
- MBA, UCLA Anderson School of Management
- BS, Computer Engineering, Cornell University
- BS, Physics, Lincoln University
Certification
- AWS Certified AI Practitioner, 2025
- AWS Certified Solutions Architect — Associate, 2021
Patents
- US 8,930,453 — Social Networking Relevance Index. Granted.
- US 2016/0063448 — Establishing an Open Communication Channel With an Advisor Via a Mobile Device. Published application.
Communities and speaking
- Panelist, “AI in Digital Implementation”, Design Automation Conference
- Speaker on diversity in tech, Nextplay Tech Spotlight
- Founder of two executive technology communities at AWS
Industries
- Hi-tech and electronics
- Media and entertainment
- Financial services
- Healthcare and life sciences
- E-commerce and subscription platforms
- Retail
- Automotive
- Semiconductor
Let's talk
Open to conversations about enterprise AI leadership, engineering and product organizations, advisory work and speaking.
- Email fred at roby.email
- LinkedIn linkedin.com/in/fredrickroby
- Résumé Download the PDF