Jonathan Scarpelli
Machine Learning Engineer, Machine Learning Researcher, Data Scientist, and Full-Stack Developer
Scarpelli Research
Causal AI for portfolio optimization. PCMCI causal discovery, Graph Neural Networks, and LLM-extracted financial knowledge graphs targeting market structures robust across regime shifts.
Oral Microbiome Screening
Built an ML pipeline predicting Type 2 Diabetes from saliva microbiome profiles across 10,000+ patients from 7 international cohorts, benchmarking CatBoost, EBM, and three deep-learning architectures.
Oasys
Building an AI-powered real estate platform with virtual assistants that streamline property transactions.
Blackout Lighting Console
Developed and managed the industry-leading iPad console for controlling fixtures in professional productions.
Jotto
Built a text and chat platform connecting government agencies and nonprofits with their communities.
STAR
Built a comprehensive analytics platform empowering the University of Hawaii system to track student outcomes and drive data-informed decisions.
Hello World, I'm Jonathan
I'm a machine learning engineer in NYC who's been building things on the internet since creating gaming fan sites and mods in middle school. Since then, I've shipped dozens of websites and mobile apps, cofounded a real estate startup, and gone deep enough into data science to build my own LLM solutions from scratch.
Outside of training models, I like to read about everything, play video games, watch anime, visit new places, eat my way through NYC's food scene, pamper my 4 cats, and tend to my indoor garden. Always open to interesting opportunities — feel free to drop me a line!
Send me a message