Selected work · 2021–2026

The range that makes the AI work stick.

From org design to system architecture to shipping with LLMs. It all connects.

RubricGuard landing — Grade with confidence
Per-criterion grading view with live analytics
Score timeline and criterion stability charts
Cross-section fairness alerts dashboard

GenAI Product · 2025–present

RubricGuard AI

A GenAI grading copilot and scoring-fairness engine for university instructors.

RAGAgentic AIProduct strategy
View old prototype
Philips logo — Respironics AI Center of Excellence engagement

Case study · Jan – May 2026

Philips Respironics — AI Center of Excellence

Co-leading the operating-model design for AI at a $1B FDA-regulated medtech division.

Operating modelGovernanceFDA-regulated
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Cloudify README — Agentic Cloud Migration architecture

Agentic AI Hackathon build · Feb 2026

Cloudify

A one-command migration tool for Spring Boot + React apps to Google Cloud.

Multi-agentDedalusClaude
View the repo
ScholarSearch operations dashboard with live analytics and request logs
ScholarSearch Android client showing arXiv search results

Course project · April 2026

Distributed Systems API Platform

A 3-tier API platform with end-to-end observability.

Java ServletAndroidMongoDB
View the repo
SyGlass decision-ownership framework — before and after diagram

Org design case study · Sep – Dec 2025

SyGlass — Organizational Design

A decision-ownership framework for a Series A startup hitting scaling friction.

Org designStakeholder researchSeries A
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Focused crawler architecture — sub-second SQL catalogue search built on Lucene.NET

Master's thesis · 2021

Advanced Crawling Solution for the Web Databases

Google for SQL — sub-second search across an enterprise SQL catalogue.

Vue.jsETLStanford CoreNLP
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