At Royal Cyber, I design and deploy enterprise AI systems across document intelligence, multimodal AI, computer vision, and generative AI. I work directly in client environments to identify failure modes and improve system reliability.
I led development of an AI Receiving System that processes 200+ vendor formats, with confidence scoring, validation, and a self-learning correction framework. I also defined evaluation criteria, curated test datasets, and established human-review processes for AI applications.
At TrueBeauty, I developed and deployed a deep-learning recommendation engine for personalized skincare suggestions, including a proprietary product affinity-scoring algorithm. As a freelance ML Engineer / Data Scientist, I have also worked on EEG classification, Databricks ETL and ML pipelines, and StyleGAN image synthesis.
