Twitch // Product Manager, Creator Experience
Creator Home + Creator Experience
2022
Creator-facing platform experiences including Creator Home, personalization, experimentation, community recommendations, and creator tooling.
OPEN RECORD →SYSTEMS BUILT // 04 RECORDS
Operational intelligence,
made tangible.
“I've loved the stars too fondly to be fearful of the night.”
— Galileo
FEATURED SYSTEM // FC-AIOS
Fleet Command
A multi-agent operating system for coordinating specialized agents around shared state, permissions, evidence, escalation, and progressive autonomy.
DEPLOYMENTBUILDING
FC-AIOS // ORGANIZATION MAP SYSTEM ONLINE
SELECTED NODE // 01
Sidious
Orchestration
Coordinates agent work, shared state, permissions, escalation, and system-level priorities.
SYS-01 IN DEVELOPMENT // AIFleet Command AIOS
A multi-agent operating system for coordinating specialized agents around shared state, permissions, evidence, escalation, and progressive autonomy.
SYS-02 LAUNCHED // AISpeakit
A dictation app made while sleeping for macOS: hold a shortcut, speak, and insert text directly where you are working using on-device speech recognition.
SYS-03 LAUNCHED // AIMaester
A grounded multi-source hiring workflow using a two-stage LLM pipeline designed to reduce fabrication and improve matching.
SYS-04 CONCEPT // AIBrandCompanions.ai
An experiment in turning branded product experiences into interactive AI conversations instead of static interfaces.
SYSTEM HISTORY // PRODUCT RECORD
Platforms, communities,
and products shipped.
“If at first the idea is not absurd, then there is no hope for it.”
— Albert Einstein
Sizzl // Head of Product
0→1 livestreaming platform
WarrantyPilot // Co-Founder & Head of Product
API-first warranty marketplace
2024
A revenue-generating vehicle service contract marketplace with more than 13 provider partnerships, provider integrations, and AI-assisted product exploration.
OPEN RECORD →AudioStaq // Co-Founder & Head of Product
Podcast hosting + ad platform
2021
A SaaS platform spanning podcast hosting, ad operations, analytics, APIs, schemas, reporting, and distribution infrastructure.
OPEN RECORD →Blockchains // Senior Product Manager
Identity + social platform
2024
Product work on a Web3 3D identity and social experience with identity verification and platform-level user systems.
OPEN RECORD →DealerOn // Product Manager
Automotive digital products
2017
A B2B ecommerce integration that lets customers find and purchase vehicle parts directly from dealership websites.
OPEN RECORD →INTELLIGENCE ARCHIVE // LATEST 03
Field notes from
building.
“If I have 1,000 ideas and only one turns out to be good, I am satisfied.”
— Alfred Nobel
AI Products · 4 min read
Reimagining Job Search With Tolara Atlas
How I am using maps, change tracking, verified sources, and a grounded voice copilot to rethink the job search experience.
AI Agents · 6 min read
I Built Three AI Agent Templates to Make the Invisible Parts Visible
What building three small, inspectable agent systems taught me about model routing, grounded research, website intelligence, and designing for trust.
AI Agents · 5 min read
I’m starting to think the agent and the model should be two different things
An experiment with multi-agent systems changed how I think about roles, models, cost, and what should stay constant when the intelligence underneath an agent changes.
CREDENTIALS // VALIDATED
Product leadership
credentials.
“One of the great challenges in life is knowing enough to think you’re right but not enough to know you’re wrong.”
— Neil deGrasse Tyson
CREDENTIAL VAULT03 VERIFIED RECORDS
AIPMM
ACTIVE ✓ Certified Product Manager
Product Faculty
ACTIVE ✓ Advanced Product Manager Program
Scrum Alliance
ACTIVE ✓ Certified Scrum Product Owner
HOW I WORK // OPERATING MODEL
The steps to
innovation is strong.
“He that will not apply new remedies must expect new evils; for time is the greatest innovator.”
— Francis Bacon, Of Innovations
I’m comfortable in messy product domains.
I’ve worked on platforms with APIs, personalization, marketplaces, identity, creator tooling, integrations, and multi-step workflows where the product has to hide complexity without hiding important decisions.
I build from the problem outward.
As a PM and founder, I talk directly with customers, partners, sales teams, and operators, then turn ambiguous feedback into clear product direction.
I’m already thinking about human + AI operations.
Fleet Command explores how AI workers operate inside explicit permissions, share state, escalate decisions, and earn greater autonomy through evidence.
I can go below the interface.
APIs, schemas, integrations, telemetry, evaluation, and system constraints are part of how I reason about product decisions.
I’m used to speed and ambiguity.
I’ve built inside early-stage companies and as a founder, where priorities shift, customer learning is constant, and judgment matters more than perfect information.
I raise the level around me.
I’ve led cross-functional teams, directly managed designers, owned 0→1 products, and worked across engineering, design, data, GTM, and leadership.
Build the next intelligent system.
Open to senior product leadership roles where AI is becoming part of the product surface, operating model, or both.