Chemical engineering rigor, clear technical communication, and production software—brought together to make complex systems understandable and useful.
01 / Selected work
Products and tools built from first sketch through production. Each started with a concrete problem, not a technology demo.
AI product · Full-stack
A conversational research tool built around Google Gemini, with persistent sessions, streamed responses, and a Supabase-backed data layer.
Streaming cut perceived response latency by 60%; caching reduced repeat API calls by 40%.
Computer vision · Automation
A Python CLI that combines CLIP and GPT-4 to analyze, describe, and organize large image collections without manual tagging.
Benchmarked above 85% tag relevance and processes 100 images in roughly five minutes on standard hardware.
Data processing · CLI
An automation tool for standardizing metadata, finding duplicate audio, and cleaning large music libraries across common file formats.
Supports 95%+ of tested formats and uses audio fingerprinting to identify duplicates beyond filename matching.
02 / Experience
My work sits between systems and people: understanding how a complex thing works, then making it clearer, safer, or easier to use.
2024—Now
Outlier AI
Evaluate mathematical reasoning from frontier models, identify failure patterns, and write precise feedback that improves training quality.
2023—Now
Independent
Create API documentation, user guides, tutorials, and information architecture for software and engineering teams.
2023—Now
Independent
Design, build, and deploy web applications and Python tools, with an emphasis on useful AI integration and accessible interfaces.
2017—2022
Industry + research
Worked across process optimization, safety, technical documentation, field engineering, and applied research at LSU and industrial sites.
03 / About
I started in chemical engineering, where unclear thinking has real consequences. That training still shapes how I work: define the problem, test assumptions, document decisions, and build for the person who has to use the result.
Today I apply that approach to technical writing, AI evaluation, data, and full-stack development. I’m especially interested in roles where strong communication is part of the engineering work—not an afterthought.
B.S. Chemical Engineering
Louisiana State University
Technical writing
AI/ML · Data · Software
Python · TypeScript · React
Node.js · SQL · Git
04 / Contact