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Andrei Vince: AI systems engineer and researcher. Creator of ACID-Bench.

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Andrei Vince

AI systems engineer and researcher.

I build reliable agents, cloud infrastructure, and applied AI systems that move beyond demos.

Now

  • Previously a Software Engineer @ SuperKey (Aug 2025 - Sep 2026), building AI and infrastructure for insurance operations
  • Undergraduate researcher and Computer Engineering student @ UNC Charlotte
  • Published at SIGGRAPH Asia 2025 and ACSA 2026
  • First author of ACID-Bench, accepted to and presented as a poster at the KDD 2026 Workshop on Evaluation and Trustworthiness of Agentic AI
  • Working on agent reliability benchmarks and multi-agent trading simulations

Selected work

  • ACID-Bench: open fault-injection benchmark for transactional reliability in tool-using agents, presented at KDD 2026 in Jeju (code, traces, paper)
  • MarketStream: 2.3M serverless events in 88 min, 53 ms p95
  • architecture-ai-engine: voxel towers + diffusion rendering, SIGGRAPH Asia 2025
  • InfraBlocks: HackGT 12 Best Developer Tool
  • Neevel: fall-prevention system that placed 2nd at Stanford SCL and is a finalist at the Design for a Better World Award 2026

Stack

AWS (CDK · Lambda · API Gateway · DynamoDB Streams · RDS · S3 · SQS · CloudWatch/X-Ray)

TypeScript · Python · Go · FastAPI · Next.js · SwiftUI · Terraform

About · Portfolio · Research · Google Scholar · ORCID · LinkedIn

About

Andrei Vince: AI systems engineer and researcher. Creator of ACID-Bench.

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