Production inference optimization
Redundant-call removal
28 days · Sep–Oct 2026
AI safety, infrastructure, and delivery.
Amazon · 2021–present
Amazon
Senior Software Development Engineer · Mar 2026–presentAmazon Ads
Building premium brand advertising experiences on product detail pages, using LLMs to generate and refine product content. Designing agent-assisted workflows for campaign creation and ad experience design.
Amazon Web Services
Senior Software Development Engineer
Nov 2023–Mar 2026
Built a multi-model LLM safety layer for production customer workflows. Cut safety latency 60–70% and reduced safety API cost by 50%.
Led cross-team delivery of enterprise PII detection and redaction across modalities.
Worked with enterprise customers and solutions architects from solution design through beta launch.
Read the Amazon storyAmazon / Safety at scale
Making AI safety work in production.
AI safety engineering, inference efficiency, cross-team delivery, and regional launch automation.
60–70%lower safety latencyRead the case study
Earlier experience
AWS · Software Development Engineer II
Built shared inference libraries adopted across ML features. Reduced code-to-production time by 50% through continuous deployment.
Amazon Advertising · Software Development Engineer
Built and launched highly available API services for production advertising workflows.
Accenture · Application Development Senior Analyst
Delivered Go and Kubernetes microservices and led a six-developer team.
University of Dayton
Master of Science in Computer Science.
Questions that became products.
I build around problems I keep running into. Then I work through the memory, data, reliability, and cost decisions that make the product useful.
Atlas
AI travel plannerFrom a conversation to a trip worth taking.
Read the storyEdith / Continuity
“What did we decide last time?”
Recall→Reason→Respond
Edith
Personal assistantAn assistant that remembers, researches, and acts.
Read the storyCortex / Evidence
SourcesEntitiesDomains
Context worth retrieving
Cortex
Knowledge retrievalTurn noisy sources into context worth retrieving.
Read the storyProject S / Perspective
“Does this fit my portfolio?”
Signals+Holdings→Context
Project S
Market researchStocks, options, news, and the evidence behind them.
Read the story