Frame the issue
Bind the engineer’s question and investigation goal to one session.
Engineer · AI systems · Software quality
I build systems that investigate software, evaluate AI behavior, and turn complex failures into evidence engineers can use.
Adobe engineering · San Jose, California
Previously eBay, First Tech Credit Union, MeU Solutions, KMS Technology

The work
My work brings investigation, end-to-end AI testing, response evaluation, and load testing into systems where evidence stays visible. Select a project below to explore a synthetic example of the problem it addresses.
Selected systems
Each demonstration has its own interaction and a concrete outcome. No live Adobe systems, customer data, internal URLs, credentials, logs, or proprietary details are connected.
01 / Investigate
A Master agent plans an investigation, routes bounded work to specialists, and returns an evidence-backed finding.
Bind the engineer’s question and investigation goal to one session.
Select each stage to follow the evidence before reaching the final result.
Illustrative walkthrough. Synthetic content only; no live Adobe system, internal URL, credential, customer information, or production endpoint is connected. Echo Loads figures describe one supplied sample run.
Technical practice
Agent orchestration · LLM evaluation · model routing · evidence synthesis · mission control · workload generation
TypeScript · JavaScript · Python · Java · C/C++ · C# · SQL · Node.js
Playwright · Locust · Selenium · WebDriverIO · Cypress · REST Assured · JMeter
AWS · Jenkins · GitHub · CI/CD · Docker · Kubernetes · release validation
Splunk · Snowflake · Databricks · Amazon S3 · SQL Server · MongoDB
API · UI · integration · exploratory · performance · load · security · context-driven testing
Experience
Quality engineering, automation, distributed-system investigation, and AI-assisted testing across enterprise marketing and data platforms.
Automation for Purchase History, Buy It Now, and Add to Cart, expanding API and UI coverage while sustaining reliable execution.
Online-banking automation and DevOps integration, including more than 100 wire-transfer cases delivered in ten days.
Led exploratory and automated testing, built Java and Python frameworks, and helped grow a testing department beyond 40 engineers.
Built keyword-driven and Page Object frameworks, shaped test strategy, and led client teams of up to ten engineers.
Led testing teams, built Java automation, contributed C/C++ GIS development, and tested SAP-based ERP modules.
Served on the appraisal team that contributed to the organization achieving CMMI Level 4.
Education & credentials
Selected publications
SOMET 2018 · Spain
INISCOM 2018 · Da Nang · published by Springer
Independent work
A bilingual educational platform exploring quantum science, Buddhist philosophy, and contemplative practice while keeping evidence and interpretation distinct.
Read the Qunara storyContact
I’m interested in engineering problems where reliability, evidence, automation, and AI meet.