Consulting

Work with me

I help teams ship AI that holds up in production, and document it so it holds up under the EU AI Act. PhD-grade insight, builder-friendly delivery. This is the owned front door to the work I already run on Upwork, where I'm Top Rated with 100% Job Success.

01

What I take on

AI engineering & builds

RAG systems, agents, MCP servers, and LLM features, from prototype to production, with evals.

EU AI Act / FRAI compliance

Risk classification, model cards, evidence collection and documentation, grounded in the EU AI Act, NIST AI RMF and ISO/IEC 42001.

Advisory & technical review

Architecture reviews, model selection, and a second pair of PhD-grade eyes on your AI roadmap.

02

Proof on Upwork

Verified reviews and track record from real clients, on Upwork:

Top Ratedon Upwork
view profile ↗

100%

Job Success

$10K+

Earned

8

Jobs

240

Hours

5.0

Rating

★★★★★
Amazing service, very detail oriented, highly collaborative and super fast. Will highly recommend Sebastian!
Solution architecture for an AI app
★★★★★
Sebastian was easy to work with, communicated clearly, and picked up the project requirements quickly. He was dependable, worked efficiently, and delivered strong work for our AI language learning project.
AI for language learning
★★★★★
Sebastian performed at a high level and achieved the project on time and with great results.
RapidFire AI: summary report feature
03

Reach & credibility

A published medical-imaging AI researcher who also builds and teaches in public, with a technical audience that ships.

Since January 2026: YouTube 250 → 3,190, X 1,800 → 4,297, Medium 470 → 1,290. Real, audited audience. No bought followers.

as of 16 June 2026

Published research: Radiogenomics for glioblastoma survival prediction, Journal of Digital Imaging (Springer Nature, 2025).

04

Start a project

Tell me what you're building. I'll reply with scope, timeline and a recommended first step.

Opens your email client, pre-addressed to sebuzdugan@gmail.com.