Microsoft
2022 – Present
I'm leading design in the rapidly evolving space of organizational analytics, where my team ships tools that help companies understand their workforce and AI investment impact.
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Agent Dashboard
We designed a dashboard that shows companies how their AI agents are being used and where there's opportunity for greater impact.
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Copilot Dashboard
We created the analytics experience that helps companies understand Copilot's impact and how to maximize its value.
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Skills
My team designed tools that help companies see what skills their people have and where to invest in development.
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Pulse
We shipped a feedback tool that gives managers real-time insights from their teams.
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Organizational Data Ingestion System
We designed the system that lets companies safely connect their organizational data across Microsoft's tools.
Amazon CodeCatalyst
2021 – 2022
I led the design team that built CodeCatalyst, a unified dev environment that brought planning, coding, and deployment together instead of forcing developers to context-switch between tools.
Shipped: Amazon CodeCatalyst
Amazon Shopping
2019 – 2021
I led a design team that improved product detail pages for hundreds of millions of Amazon shoppers while navigating a complex stakeholder landscape across Amazon.
Shipped: All Offers Display, Multi-Offer Display, Pricing Display, Structured Attributes, Twister+
AWS Machine Learning and Edge Computing
2016 – 2019
I built AWS's ML design practice from scratch in the early days of machine learning, leading teams that launched 20+ products across computer vision, NLP, human-in-the-loop systems, and edge computing.
Machine Learning
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Amazon A2i
Human review service for machine learning predictions, enabling organizations to integrate human judgment into ML workflows.
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Amazon CodeGuru
ML-powered code reviewer that identifies performance issues and provides recommendations to improve code quality and reduce costs.
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Amazon Comprehend
Natural language processing service that extracts insights like sentiment, entities, and topics from text without ML expertise.
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Amazon Comprehend Medical
Medical NLP service that extracts clinical information from unstructured medical text with high accuracy.
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Amazon Forecast
Time-series forecasting service that predicts business outcomes like demand and staffing needs using the same ML technology as Amazon.com.
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Amazon Kendra
ML-powered enterprise search service that delivers accurate answers from multiple content repositories using natural language queries.
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Amazon Personalize
Real-time personalization and recommendation service that delivers hyper-personalized user experiences across digital channels.
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Amazon Polly
Text-to-speech service that turns text into lifelike speech in dozens of languages with multiple natural-sounding voices.
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Amazon Rekognition
Computer vision service providing pre-built and customizable APIs for analyzing images, videos, and video streams at scale.
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Amazon Textract
Document analysis service that automatically extracts text, handwriting, and structured data from scanned documents using ML.
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Amazon Transcribe
Automatic speech recognition service that converts audio to text, supporting 100+ languages with speaker identification and content redaction.
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Amazon Transcribe Medical
Medical speech recognition service designed for clinical documentation with medical terminology and specialty-specific accuracy.
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Amazon Translate
Neural machine translation service for fast, customizable language translation to localize content for global audiences.
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AWS DeepComposer
Machine learning-enabled musical keyboard that teaches generative AI by composing original music.
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AWS DeepLens
Deep learning-enabled video camera for developers to build and deploy computer vision applications.
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AWS DeepRacer
Autonomous 1/18th scale race car designed to test reinforcement learning models on physical track.
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AWS SageMaker Ground Truth
Data labeling service with expert support for fine-tuning models to achieve specific accuracy and performance goals.
Edge Computing
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AWS Cloud Map
Cloud resource discovery service that maintains a dynamic registry of microservices, databases, and queues with automated health monitoring.
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AWS Elemental Media Services
Comprehensive portfolio of purpose-built media services that process, transport, encode, package, and monetize video content at global scale through cloud-based solutions.
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AWS Global Accelerator
Networking service that improves application availability and performance using AWS global network infrastructure.
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AWS WAF
Web application firewall that protects applications from common web exploits and bots that affect availability and security.