M.S. Computer Science · University of Cincinnati · CincySI Lab
Software engineer with 4+ years in production, from manufacturing software serving 30+ customers to a machine-learning rollout across First Solar sites in the US, India, and Southeast Asia. Now an M.S. Computer Science student and researcher at CincySI Lab, University of Cincinnati, working on multi-agent LLM systems.
I work on multi-agent LLM systems at the CincySI Lab (University of Cincinnati): how to audit what agents claim, and how their confidence behaves as messages pass between them.
Under review · NAACL 2027
Auditing whether the evidence multi-agent LLM systems cite is what actually drove their decisions.
Title withheld while under review.
Under review · NAACL 2027
How confidence changes as claims pass between agents in multi-agent LLM pipelines.
Title withheld while under review.
Graduate Researcher
Oct 2026 – Present
Software Engineer - MES
Feb 2025 – May 2026
System Software Developer
Jan 2022 – Feb 2025
DevOps Developer Intern
May 2021 – Aug 2021
Software Developer Co-op
Jan 2020 – May 2020
What I reach for first
Comfortable, not daily
Where I started
A rule-based firewall that intercepts every AI agent tool call, blocking injected commands and secret leaks before they run and logging the rule behind each decision. A classroom on top lets students attack level chatbots, then take a quiz generated from their own session.
My role: I built Auth0 sign-in with three server-enforced roles (student, teacher, firewall admin) and the teacher/student dashboard.
A multi-property residential management app with tenant profiles, payment tracking, room management, and bill visualization, used by 6+ tenants. Each property has its own PostgreSQL database; an AI chatbot answers from a per-property knowledge base.
Private deployment, shown with screenshots.
A prototype where LLM agents with distinct investment personalities trade stocks: five independent traders, an LLM auditor that enforces constraints, a Next.js analytics dashboard, genetic-algorithm strategy evolution, and risk controls such as kill switches and position limits.
Cadence is a personal assistant that pulls my tasks, calendar, courses and mail into one daily briefing, with a board, a weekly review and voice input. It runs as an installable web app, and its voice and briefing behavior is checked by an eval suite. The code is private.
An interdisciplinary senior-design project sponsored by the UToledo College of Arts & Letters and the UT Green Fund. We designed and prototyped an interactive railing that transmits campus soundscapes through the user's forearms, with a modular design for multiple campus locations.
Team: Erik Schaefer, Ben Brasic, Ray Vaught, Ali Yaacoub
An offline-first grocery inventory app that tracks quantities and expiration dates, sends local notifications, builds shopping lists, and suggests recipes from items about to expire. Packaged as an Android APK.
Cincinnati, Ohio, United States
Aug 2026 – May 2028 (expected)
Toledo, Ohio, United States
Aug 2018 – May 2023
Hoang is a reliable, high-output contributor who consistently turns complex work into tangible results. His technical work has driven real value for the team, and his attention to detail has helped bring new internal tools online smoothly. He's also shown strong agility managing competing priorities, delivering complex data integration work in short timeframes without sacrificing quality.
One of the many positive traits that Le has, is his ability to take what we have as a vision for a project and turn it into reality. He created a few dashboards that were able to allow us to better understand where our business stands with not only target dates, but also easily view planned to actual data side by side. He did this, while creating convenient and creative ways to input data easily.
Hoang demonstrated the ability to quickly adapt and pick up on our coding practices. He has been exceeding expectations on given tasks and has shown a strong interest in learning, through his clarifying questions and take time to work through his own problems. He has been an enjoyable team member and assimilated quickly into our culture.
