Aaron Patrick

I’m a Software Engineer specializing in Generative AI (GenAI) applications and solution architecture. I build proof-of-concept GenAI solutions that turn complex requirements into actionable outcomes—especially through RAG pipelines for document processing and financial data analysis.

In regulated enterprise environments, I translate business needs into technical solutions with a strong focus on compliance and data integrity. As a Post Award Contract Administrator, I analyzed and managed large-scale contract datasets (700+ CLINs) to ensure accuracy across systems aligned to FAR/DFARS.

I also improve operational reliability by resolving technical issues and strengthening system consistency across stakeholders. I’ve managed networked systems and enterprise computers using SCCM, monitored server performance, and investigated system event logs to maintain availability and access.

My GenAI toolkit includes Llama 3 (Ollama), RAG pipelines, LlamaIndex, and prompt engineering, and I pair it with rapid prototyping in Python and PyTorch. For example, I built an “Automated Investment Intelligence Pipeline” that ingests 100+ pages of earnings transcripts/PDFs and generates investment alerts.