Selected work

Projects

Applied AI, production ML, research, and systems work—organized for a scan, with the details available when there is something useful to open.

Featured AI work

01

Suggested Prompts for Acrobat AI Assistant

Led two suggested-prompt experiences for Acrobat AI Assistant, which reaches millions of Acrobat users around the world.

  • Applied AI
  • Product
  • Leadership
02

LLM Editing and Prompt Engineering Framework

Managed two LLM editing features and built a reusable prompt-development framework.

  • LLMs
  • Prompt engineering
  • Platform

Selected systems work

Models in motion

03

Japanese Document Object Detection

Co-led data acquisition and weak-labeling work for a new-language document model.

  • Computer vision
  • Data
  • Internationalization
04

Online Training SDK

Built a model-agnostic SDK for continuously improving production models.

  • MLOps
  • SDK
  • Online learning
05

Real-Time Model Monitoring

Developed an MLOps service for model performance, drift, and operational signals.

  • MLOps
  • Monitoring
  • Production ML
06

Big-Data Product Insights

Used Dask to turn customer-usage data into model and product-development signals.

  • Dask
  • Analytics
  • Data systems

2019 and earlier

Earlier

07

2019

Multimodal Representation Learning

Explored triplet networks for multimodal learning during an Adobe research internship.
08

2018

Premier League Match Predictor

Built a TensorFlow ensemble for sports forecasting and presented it at Stanford.
09

2018

Transmitter and Receiver

Designed Arduino circuits for reliable low-latency data transmission.
10

2017

Flashcards

Built a browser-based study app for creating, editing, and reviewing flashcards.
11

2017

Music Box

Connected music playback with live GIPHY visuals in an interactive web app.
12

2015

Heap Allocator

Implemented malloc, realloc, and free in C to study memory and throughput tradeoffs.
13

2015

Solar USB Charger

Designed and assembled a solar-powered charger for USB devices.