Systems Integration Engineer
Specializing in Machine Learning and Data Engineering ETL Pipelines. I architect reliable, scalable backend systems and intelligent automation. Based in Boulder, CO.
University of Colorado Boulder
University of Colorado Boulder
GPA 3.65/4.00 · Dean's List
Engineered a TrueNAS Scale home server cluster with a 24TB storage array. Orchestrated containerized microservices (Jellyfin, Immich, Tdarr) for high availability and seamless media transcoding, secured via Cloudflare Tunnels and Tailscale VPN.
Architected a full-stack containerized web application enabling sub-50ms semantic facial recognition for race participants. Implemented an asynchronous ingestion pipeline to decouple heavy DeepFace inference, achieving <100ms UI latency during bulk uploads.
Fine-tuned BERT and Llama-3 (using 4-bit QLoRA) for clinical NLP classification, achieving a 0.79 Macro-F1 score while reducing VRAM usage by 50%+. Orchestrated a robust ETL pipeline to process 53,000+ clinical text samples for supervised fine-tuning.