AI PRODUCT LEADER · HANDS-ON BUILDER

AI, put
to work.*

I turn complex AI capabilities into products people adopt—leading strategy, teams, and the work from first idea to scale.

Ideas become useful here.
AI WORKERSA question. A possibility.
What is driving repeat contact?
From question to contextIntelligence, working together.
Find evidenceConnect signalsSynthesize
THE ANSWER, WITH CONTEXT

Refund follow-ups need a clearer next step.

Customers are returning after an expected refund date passes. The sample conversations point to unclear timelines and missing confirmation.

Refund statusRepeat contactPayment timelines
Connected to supporting evidence
ApplicationsIntelligenceEvidence
Illustrative walkthrough · sample data
STRATEGY → SYSTEMS → ADOPTION

10+ years turning complexity into useful products.

Level AIContifyAnalecEvalueserve

Selected enterprise work

Products
I’ve led.

From agentic applications
to the intelligence underneath them.

LEVEL AI · AGENTIC ANALYTICS

AI Workers

From a business question
to a useful answer.

I led the product from pre-launch strategy through experience, pricing, launch, and adoption.

70+active enterprise tenants
in a 30-day window
Explore AI Workers
AI WORKERSPRODUCT EXPLORATION
What is driving repeat contact?
From question to contextIntelligence, working together.
Find evidenceConnect signalsSynthesize
THE ANSWER, WITH CONTEXT

Refund follow-ups need a clearer next step.

Customers are returning after an expected refund date passes. The sample conversations point to unclear timelines and missing confirmation.

Refund statusRepeat contactPayment timelines
Connected to supporting evidence
ApplicationsIntelligenceEvidence
Illustrative walkthrough · sample data
LATITUDEPRODUCT EXPLORATION
Purpose-built intelligence

Many models.
One higher standard.

Transcription
Redaction
Intent
Summary
Inferred CSAT
Quality
Voice of Customer
QualityLatencyPrivacyEconomics
Illustrative walkthrough · sample data

Level AI · Domain-specific AI platform

Latitude

The intelligence underneath the experience.

I own productization, evaluation, quality, and infrastructure economics across seven AI capabilities.

71 → 95%speech-model brand accuracy
ATHENA AIPRODUCT EXPLORATION
From market noise
to a clearer picture.
Product launchNew market signal
Market updateConnected context
Company moveSupporting evidence
ASK ATHENA

What changed—and why it matters.

Northstar is expanding its reach through a product launch and a distribution partnership. Together, these signals suggest a focus on mid-market customers.

View sample evidence

Fictional source A: Northstar announces a product for mid-market teams.
Fictional source B: Northstar announces a distribution partnership.

Illustrative walkthrough · sample data

Contify · Market & competitive intelligence

Athena AI

Make the market easier to understand.

I led the grounded AI assistant, enterprise search, and the product organization around them.

85%customer adoption of the grounded assistant

LEVEL AI · INSIGHT DISCOVERY

Voice of Customer

Find the pattern.
Follow the evidence.

I rebuilt the experience around automated insights, explainable classification, and embedded Ask AI.

~5 weeksfrom limited availability to GA

Explore Voice of Customer
VOICE OF CUSTOMERPRODUCT EXPLORATION
THE CUSTOMER’S WORDS
“I’ve already called twice about my refund.”
“I just want to know when it will arrive.”
THE PATTERN

Uncertainty creates
another conversation.

A clear refund timeline could help address the uncertainty in these sample conversations.

PaymentsRefundsUnclear timelines
Illustrative walkthrough · sample data

Product leadership

Beyond
the roadmap.

The product, the team, and the conditions that help both succeed.

Set the direction.

Connect the AI platform with the applications people use—from model quality and economics to pricing and go-to-market.

Platform strategy at Level AI

Build the product practice.

Grew Contify’s PM team from 1 to 7. Introduced continuous discovery and shared operating rhythms around a platform roadmap.

Leading the organization at Contify

Independent work

I build the tools
I wish existed.

Small tools for the friction I run into myself.
Go ahead. Try them here.

More on GitHub

PageWand

A little control over any webpage.

your-webpage.example
Something you didn’t come here for.
A FRESH PERSPECTIVE

A little less noise.

Interactive sample · changes stay inside this preview.

GridPluck

Good data. Fewer copy-paste gymnastics.

Choose your columns3 sample rows
PageWandShape a webpage
GridPluckExtract a table
Your next ideaMake it real
2 columns selected · ready for your spreadsheet

Interactive sample · copies the selected columns as text.

A little about me

Curiosity usually turns into
something I can test.

My work moves between product strategy, AI systems, and hands-on prototypes. Building keeps me close to the details—and to the friction people experience.

More about me