I’m the founder of Silvia Onofrei Lab, an applied AI scientist, and a mathematician.
I build and study AI systems at the intersection of graphs and language models. My work connects structured knowledge, natural language, and mathematical reasoning, with a focus on technically difficult or highly regulated domains.
🕸️ Graphs + Language Models
Knowledge graphs, graph data science, transformers, specialized model designs, and hybrid NLP systems.
⚡ Efficient AI Deployment
Containerized, hardware aware inference systems, favoring single GPU deployments and scaling outward as needed.
📐 Applied Mathematics
Using mathematical ideas to understand representations, evaluate AI systems, and design architectures that hold up beyond the demo.
✍️ Technical Writing
I write Matheinated, where I publish in-depth guides and research driven essays on graphs, AI, language models, deployment, and evaluation.
🌲 Beyond the Screen
I’m a horse lover 🐴 and trail runner 🏃♀️, happiest where logic meets wilderness.
🔹 Towards Data Science Blogs
🔹 Medium Blogs
🔹 Data Scientist Nanodegree (2021)
🔹 Natural Language Processing Nanodegree (2020)
🔹 Machine Learning Nanodegree (2019)
🔹 Data Analyst Nanodegree (2018)