Hey, I'm Luca.

I'm building a personal AI assistant at Instinct.

Experience

Instinct

Founding engineer

Building Instinct, a personal AI assistant that understands your context and takes action across your apps and devices. Available by text and phone.

Sierra

Software engineer

Helped ship enterprise AI agents, including several serving hundreds of thousands of conversations per week. Worked on runtime infrastructure, tracing, simulation, and developer tools, with one SDK optimization projected to save $500k+ per year.

More experiences4Citadel Securities, AWS, Gallus Insights, and Codellege

Citadel Securities

Software engineering intern

Optimized a low-latency trading application, reducing latency by 75% and unlocking thousands of dollars in daily trading opportunity.

Amazon Web Services

Software engineering intern

Built a patching and vulnerability-detection tool that scanned 10,000 EC2 servers a day, saving the ELB team over 10 hours a week.

Gallus Insights

Software engineering intern

Led development of a mortgage analytics platform and created a predictive model. The tool attracted hundreds of customers and helped win a multibillion-dollar lender as a client.

Codellege by Softtek

Coding instructor

Designed and taught a three-month Arduino course for dozens of underserved students through the START program.

Projects

Avalon Learn screenshot

Avalon Learn

Built a grading and feedback platform used in CMU and Pitt courses in spring 2025, with 20+ further course commitments that year.

COMPASS screenshot

COMPASS

Built COMPASS, an OpenMP performance debugger for C++. It detects deadlocks and turns runtime traces into execution graphs and timing breakdowns.

More projects4Needle Weld, Automating Codenames Spymasters, Panda Bot, Point & Prove
Needle Weld screenshot

Needle Weld

Built a GPU kernel fusion library for Needle that detects operator trees and compiles them into combined CUDA kernels at runtime.

Panda Bot screenshot

Panda Bot

Built a multi-agent question-answering system with Professor Ada for CMU’s 15-251 course. It helped instructors answer thousands of student questions.