Production systems
Backend and cloud infrastructure for insurance operations, including AI document workflows and real-time data pipelines.
About
Andrei Vince
AI Systems Engineer and Researcher
Andrei Vince is an AI systems engineer and undergraduate researcher at UNC Charlotte working on reliable AI agents, cloud and backend infrastructure, and applied AI systems.
He is a software engineer at SuperKey Insurance and a Computer Engineering student at the University of North Carolina at Charlotte. His work spans reliable tool-using AI agents, production cloud systems, computational design, and embedded health technology.
Reliable AI agents
First-author work on ACID-Bench, a fault-injection benchmark for transactional reliability in state-changing tool agents.
Applied research
Published computational-design research and Neevel, a Stanford-recognized fall-prevention system built with smart insoles and a screen-free hub.
Selected record
Research and recognition
Published at SIGGRAPH Asia 2025 and ACSA 2026. Neevel placed second at the 2026 Stanford Center on Longevity Design Challenge.
Automating Multi-Modal Dataset Workflows for Generative Architecture
Sabri Gökmen and Andrei Vince
Published in the 114th ACSA Annual Meeting proceedings, 2026
A Framework for Architectural Geometry Synthesis Using Cellular Automata and Conditioned Diffusion Models
Sabri Gökmen, Andrei Vince, and Aidan Oh
Published in the ACM SIGGRAPH Asia 2025 Posters proceedings
ACID-Bench: A Fault-Injection Benchmark for Tool-Using Agents
Andrei Vince
Public non-archival KDD 2026 workshop paper and poster presentation
Selected technical projects
Systems built to hold up in the real world
ACID-Bench
Fault-injection benchmark for transactional reliability in state-changing tool agents, presented at the KDD 2026 Workshop on Evaluation and Trustworthiness of Agentic AI.
MarketStream
Open-source AWS event pipeline that processed 2.3 million simulated financial events in 88 minutes with 53 ms p95 latency.
InfraBlocks
AI-assisted visual infrastructure design platform and HackGT 12 Best Developer Tool winner.
Neevel
Screen-free fall-prevention system that placed second at the 2026 Stanford Center on Longevity Design Challenge.
Media coverage
Independent and institutional sources
Inside UNC Charlotte · August 26, 2026
UNC Charlotte Student Andrei Vince Presents AI Agent Reliability Benchmark at International Conference in South Korea
Feature on Vince's independently developed ACID-Bench benchmark, sole authorship, evaluation results, and KDD 2026 workshop presentation in Jeju.
Inside UNC Charlotte · January 20, 2026
Charlotte Undergraduate Presents Collaborative AI Research at World Leading SIGGRAPH Asia Conference
UNC Charlotte feature on Vince's collaborative architectural AI research and SIGGRAPH Asia presentation.
Inside UNC Charlotte · April 22, 2026
UNC Charlotte Student Earns Honors at Stanford Center on Longevity Design Challenge
Feature on Neevel's second-place Stanford result, its fall-prevention design, and the student team behind it.