About

I'm a Senior Technical Product Manager in Amazon's AGI organization. I translate customer workflows into requirements for model behavior, training data, and evaluation coverage. My hands-on work includes designing scenarios and rubrics, reviewing failures, and setting priorities from the findings. I work with science and engineering to carry those decisions into model improvements and product launches.

Today, I lead real-time information grounding for AWS customers, helping agents and models use current local and weather information. Earlier, I led generative UI work on Nova. My electrical engineering background and experience founding SWFTCharge shape how I connect technical choices to customer needs and business outcomes.

Experience

2024 – Present

Amazon

Senior Technical Product Manager

For Amazon Nova, I owned the generative UI product vision: AI answers you can interact with. I led the public launch of visualizations on nova.amazon.com, the starting point for interfaces generated around what people want to understand or do.

I co-owned Nova's front-end code-generation improvement program, defining customer use cases and coverage requirements for training data and evaluation benchmarks with science. I used public research-query datasets to unblock representative evaluation inputs and aligned the team on testing model capabilities separately from the deployed agent. The joint program improved interface generation in Nova 2, available to AWS customers through Amazon Bedrock, including Fortune 500 enterprises.

I now lead Local and Weather grounding for AI agents and models serving AWS customers, including Fortune 500 enterprises. This supports contextual local discovery and commerce: helping users evaluate nearby options and connect recommendations to dining, food delivery, reservations, and home services. I set evaluation direction with science, making real-world accuracy and customer usefulness the quality bar for these experiences.

Public references: Nova generative UI and model improvements · Nova on Amazon Bedrock · Nova 2 at re:Invent · Nova 2 Lite web-generation demo

2021 – 2024

HOVER

Senior Product Manager, Capture & Interiors

At HOVER, I helped turn smartphone scans into usable 3D models and measurements for home interiors. Improvements to capture and onboarding increased submission rates threefold; training and validation processes improved measurement precision from 80% to over 95%. I also expanded device support and worked with insurance technology partners on remote claims workflows.

2019 – 2020

Skylight

Senior Product Manager, Growth & Process

I launched new renovation offerings and improved how projects were delivered. Skylight Recommended shortened construction timelines by up to four weeks, while product and process changes doubled project capacity. Working with the executive team connected customer needs, sales channels, and operational constraints. Skylight was later acquired by Opendoor.

2016 – 2018

SWFTCharge

Co-founder, CEO & Product Lead

I founded SWFTCharge to keep phones charged at music festivals, using customer interviews to shape a self-funded MVP. I raised $500,000, expanded through multi-year partnerships with festival operators, and grew revenue sixfold year over year following the seed round. I negotiated distribution agreements with AEG, Live Nation, and Townsquare Media and later exited the business.

Contact

Interested in building something together? Get in touch at [email protected].

Resume · LinkedIn · GitHub