
Sebastian Șovăilescu
Applied AI Engineer. I build AI agents that work in regulated production.
Chicago, IL · Moving to San Francisco· Looking for opportunities in San Francisco / Chicago / New York
Experience

AbbVieSept 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.

AbbVieJan 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.
Projects

Backpack
2026
Founder & Full-Stack Engineer
School admin for K-8 families: Gmail intake, LLM extraction, shared household calendar
Built Next.js and LLM-based extraction so parents confirm deadlines and RSVPs without digging through six apps.
Next.js (App Router)TypeScriptTailwind CSSVercelGmail integrationEmail inbound parsingLLM-based extraction
Starling
2025 to 2026
Solo Full-Stack Engineer
See your people: explainable graphs around public social handles
Maps LinkedIn, Instagram, TikTok, Facebook, and Spotify activity into proximity graphs, analytics, and chat over your network data.
Next.jsReactTypeScriptTailwind CSSD3.jsGraph data modelingApifyreact-force-graph-2d
Hermes Bots
2026
Solo Full-Stack & Infrastructure Engineer
Self-hosted multi-bot assistant on your own infrastructure
Multiple bot profiles, MCP integrations, and group chats on Hetzner with private Tailscale access.
HermesHetznerTailscaleDockerCaddyFastAPIPythonMCP integrations (Google Calendar, GitHub, Notion, Apify, Supabase)
Avessa
2026
Solo Full-Stack Engineer
Social travel app to discover places and connect with travelers
Next.js, Supabase auth, and Leaflet maps for discover, explore, and messaging flows.
Next.js 16React 19TypeScriptTailwind CSSSupabase (auth, database)LeafletGoogle Places API
Education
University of Illinois Urbana-Champaign2021 to 2025
B.S. Computer Engineering, Grainger College of Engineering · GPA 3.33/4
Vernon Hills High School2017 to 2021
High School Diploma
Leadership / Organizations
EnactusUIUC (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.
About
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 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
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
Skills
- Frontend
- ReactNext.jsTypeScriptJavaScriptSwiftUID3.jsPower BI
- Backend
- PythonFastAPIREST APIsMCPRAGText-to-SQLAgent orchestrationOracleNeo4j
- Cloud & DevOps
- AWSS3LambdaCloudWatchGitHub ActionsCI/CDSalesforceSharePointDockerLinux
- Tools
- GitJiraConfluenceCrewAIPyTorch
More

Kossof Salon & Spa
2024 to 2026
Full-Stack Engineer / Lead Developer
Production salon site with Mangomint booking and SEO
Next.js marketing site with Cloudinary media, JSON-LD, and analytics-driven UX for a Chicago-area salon.
Next.js 14React 18TypeScriptTailwind CSSRadix UICloudinaryVercel AnalyticsMangomint
Venegas Salon & Spa
Jun to Jul 2025
Full-Stack Developer & UI/UX Designer
Luxury salon site with Booksy booking and Google Analytics
Next.js on Vercel with Booksy integration and analytics for a Libertyville salon.
Next.jsReactTailwind CSSVercelGoogle Analytics
Hydrologic
Dec 2022 to Aug 2024
Hardware Team Lead
Smart water meter leak detection for university housing
Team React dashboard and ESP-32 sensing for dorm shower usage analytics, funded by a $10,000 Student Sustainability Committee grant.
FirebaseC++ESP-32React
Snipiddy
Jan to Mar 2025
Main Dev
AI menu scanner with personalized dietary and allergen insights
Next.js and FastAPI app with OpenAI-Vision OCR and RAG over allergen data for safer dining choices.
Next.js (Frontend)FastAPI (Backend)TypescriptSupabase with raw SQL (Database)OpenAI-Vision (OCR)Large Language Models (LLM) for RAG
Smart Bike Lock
Jan to Apr 2025
Software Developer, Parts Procurement Lead
ESP32 bike lock with tamper detection and cloud alerts
ESP32 firmware, custom PCB, Bluetooth controls, and a web dashboard for live monitoring (ECE 445 Senior Design).
ESP32OpenCVFirebaseBluetoothAccelerometerCustom PCBWiFi