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Andrei Vince – Cloud & Backend Engineer

Built real-time infra (30k+ rpm), AI agents, and resilient AWS pipelines

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TypeScriptPythonAWS CDKLambdaAPI GatewayDynamoDB

System Architecture & Projects

AWS Real-Time Financial Pipeline

View GitHub Repository →

Scalable, serverless pipeline for real-time stock/crypto data with sub-40ms latency and automated ingest, built entirely on AWS.

Key Achievements:

  • Handles 30k+ req/min with 619k+ total invocations under stress
  • Achieved p95 latency of 36.9ms with 0% errors during stress testing
  • Built with CDK: Lambda, DynamoDB, API Gateway, Kinesis, S3, Cognito
  • Designed for high-throughput, real-time ingest and API exposure (REST/GraphQL)
AWS LambdaCDKAPI GatewayDynamoDBKinesisS3CognitoReact.jsChart.js

Current Impact & Milestones

Work Experience

Linxy – QA Intern

  • • Automated 25% of manual QA checks using Postman & Thunder Client
  • • Delivered competitive research insights that influenced roadmap
  • • Managed multi‑env API test flows in JIRA

Prompt‑to‑Geometry Research

  • • Led system architecture and core implementation in LLM-driven 3D generation project
  • • Built FastAPI backend integrating GPT-4o, Cellular Automata, and Rhino.Compute for 10k+ voxel towers
  • • Worked under mentorship of Prof. Sabri Gokmen; coordinated code and dataset contributions with peers

Leadership & Recognition

Coding Club – Founder

  • • Founded & led college coding club (2024)
  • • Organized weekly coding challenges & guest talks
  • • Mentored peers in DS&A and project execution

Awards & Certifications

  • • LAWA Marand Builders Scholarship Recipient (2025)
  • • NC STEM Alliance Certificate (2023)
  • • Google Data Analytics Professional Certificate (2023)

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Let's Connect

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Charlotte, NC

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andreivince21@gmail.com

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Download Resume

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Schedule time with me

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