Sebastian Șovăilescu

Sebastian Șovăilescu

Applied AI Engineer. I build AI agents that work in regulated production.

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Chicago, IL · Moving to San Francisco· Looking for opportunities in San Francisco / Chicago / New York

  • AbbVie product
    AbbVie

    Sept 2025 to Present

    Associate Data Scientist I · Regulated clinical AI

    Led AbbVie's first production GxP compliant multi-agent system for 900+ clinical monitors

    Improved classification accuracy from 53% to 87%+; architected the agent harness, MCP tools on AWS, and owned testing, UAT, and production support.

    ReactFastAPIAWSSalesforceMCPCloudWatch
  • AbbVie product
    AbbVie

    Jan 2025 to Aug 2025

    AI Engineering Intern · Enterprise RAG

    RAG and Text-to-SQL platform for 4,000 asset managers

    Built agent orchestration over 1,000+ SharePoint documents and seven Oracle tables; cut ad-hoc query time from minutes to under 20 seconds.

    CrewAIFastAPIRAGText-to-SQLOracleSharePoint
  • Enactus

    UIUC (while at Illinois)

    Details coming soon

    Joined Enactus at the University of Illinois Urbana-Champaign (mentioned in About background).

  • Software Engineering Committee member

    Served on the software engineering committee. Created a LeetCode style coding question and helped run the hackathons and events during the week of the event.

I'm 24 years old, I live in the Greater Chicago Area, and I'm a software engineer at AbbVie, where I build AI systems for Clinical Development Operations and Quality Assurance.

I grew up in Timișoara, Romania, until I was 14, when my family immigrated to the United States. We lived briefly in Wisconsin, then moved to a Chicago suburb.

My hometown, Timișoara, Romania
My hometown, Timișoara, Romania

My childhood was great. Soccer was a big part of it, and I played all the time: between cars in the neighbourhood and, once I was old enough, in the nearby park. Then I joined a soccer club and went to camps and nearby cities to play. I spent months at my grandparents' house, playing hide and seek with the other kids in the neighbourhood until our grandmas called us in to eat. At summer camp I went river rafting, zip-lining, and swimming. My mom always loved travelling (she still does), and before the 2008 recession we went on lots of trips. The best were the water parks, especially in Belgium and Szeged, Hungary.

I studied Computer Engineering at the University of Illinois Urbana-Champaign, where I had a blast, joined Enactus, and travelled a lot. After my sophomore year, I started interning at AbbVie, and I've been there ever since.

Languages

  • 🇷🇴Romanian · Native
  • 🇺🇸English · Fluent
  • 🇩🇪German · Intermediate

Interests

Design SystemsAgent InfrastructureTypographyMotion DesignPhotography

Focus

  • •Building AI-native applications with agentic frameworks, RAG, and LLM evaluation
  • •Running production infrastructure: Docker, Linux, reverse proxies, multi-provider LLM routing
  • •Shipping polished full-stack products end-to-end from backend to frontend

Timeline

  • Timișoara, Romania

    Until ~2016

    I spent my first fourteen years in Timișoara: family, friends, and the city that still feels like home.

  • First landing

    January 28, 2016

    I'd never flown before. Coming into Chicago for the first time, the lit-up grid below us was fascinating.

  • Wisconsin

    2016

    A short first stop in the Midwest after we immigrated — cold enough to remember, then we kept moving.

  • Vernon Hills

    2016–2021

    We settled in a Chicago suburb. Vernon Hills is where I finished growing up and went to high school.

  • UIUC

    2021–2025

    Computer Engineering at Illinois. I joined Enactus, travelled whenever I could, and had a blast.

  • AbbVie

    2023–Present

    I started as a sophomore intern in 2023 and never really left — internships into a full-time role in North Chicago.

Travels

18 countries visited

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  • RomaniaTimișoara, Bucharest
  • HungaryBudapest, Szeged
  • Serbia
  • AustriaVienna
  • GermanyMunich, Berlin
  • Slovenia
  • Slovakia
  • ItalyRome, Venice, Florence
  • Croatia
  • EnglandLondon
  • United StatesChicago, San Francisco, New York +
  • CanadaToronto
  • MexicoMexico City, Cancún
  • PeruLima, Cusco
  • SwitzerlandZurich
  • BelgiumBrussels
  • Costa Rica
  • PortugalMadeira
Frontend
ReactNext.jsTypeScriptJavaScriptSwiftUID3.jsPower BI
Backend
PythonFastAPIREST APIsMCPRAGText-to-SQLAgent orchestrationOracleNeo4j
Cloud & DevOps
AWSS3LambdaCloudWatchGitHub ActionsCI/CDSalesforceSharePointDockerLinux
Tools
GitJiraConfluenceCrewAIPyTorch
732 contributions in the last year@Sebitian
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