I build practical AI systems across agents, RAG, vision, and Python-first product workflows.
Technical Narrative
Technical depth meets practical deployment.
I am an AI Engineer with specialized experience building production-grade generative AI systems, complemented by a background in machine vision and data science. My work spans multi-agent workflows, RAG pipelines, model deployment, and full-stack interfaces for real users.
I enjoy projects where advanced AI capability has to meet practical constraints like reliability, auditability, latency, and human review. That is where thoughtful engineering makes the biggest difference.
Working Style
I operate at the intersection of research and production engineering. I prioritize measurable system quality, deterministic outputs, and building interfaces that make complex AI systems auditable and trustworthy.
Experience
Recent Work & Impact
Ubeats Pulse AI
Jan 2026 - PresentAI-Tech Lead
Architecting a standalone teacher agent for statewide module alignment, achieving full compliance with Nebraska science standards across 107 modules through high-fidelity conversational AI and automated SME review interfaces.
Farm Credit Services of America
Jun 2025 - PresentAI Mentor for Students
Engineered and deployed a production-ready LangGraph supervisor-orchestrated workflow for credit review automation, delivering a 70% reduction in manual analyst effort through direct Snowflake and MLflow integration.
AI-CCORE
May 2025 - PresentAI Engineer
Developed immersive educational AI platforms, including a real-time robotic history system and high-throughput FastAPI-driven architectures for multi-agent workflow orchestration.
University of Nebraska at Omaha
Jan 2025 - May 2025Graduate Research Assistant
Conducted medical image segmentation research for retinal imaging using SAM2 and transformer-based vision models, contributing to a semi-automated longitudinal tracking pipeline and manuscript work.
Technical Arsenal
Tools & Technologies
AI / GenAI
ML / MLOps
Engineering
Currently doubling down on agentic evaluation frameworks and production-grade RAG architectures.
Ready to ship serious AI systems?
Open to AI engineering, applied ML, and product-focused collaborations.Let's discuss how I can help you build dependable products.