Marc Schneider

About

AI engineer with 5+ years shipping production LLM systems in insurance, banking and compliance. TUM elite mathematics master; German-French bilingual. Feel free to reach out.

Work

Senior AI Engineering Consultant

Unit8 AG

Nov 2024 – Present

GenAI Claim Checker for an insurer: an LLM pipeline cutting 200k monthly claim documents to a few hundred alerts, saving millions within the first quarter.
German-language voice agent (ElevenLabs partnership) for a healthcare client, live in 3 months.

Senior ML Engineering Consultant

Alexander Thamm GmbH

May 2023 – Oct 2024

Marketing text generator (RAG) and tonality coach, owning the backlog with marketing stakeholders. Cut spend on external agencies.
Customer-facing product recommendation sales bot for a retail client.
LLM supervisory report generator for liquidity risk, built directly with the risk supervisors using it.
OCR-based ID extraction from scanned documents for KYC compliance.

Student Data Analyst

Siemens AG, Compliance Department

2021 – 2022

Regression model to identify non-compliant transactions, growing cases found per quarter sixfold.
Deployed GPT-2 and used GPT-3 to translate the company's terms and conditions into plain language.

Education

Mathematics B.Sc. & M.Sc., grade 1.4

Technical University of Munich, TopMath elite program

2015 – 2022

Semester abroad: Data Science at UC San Diego, grade A+ (2019).

German-French Abitur (1.4) and Baccalauréat (bien)

Wagenburg-Gymnasium Stuttgart

2007 – 2015

Awards

Scholarship holder

German National Academic Foundation (Studienstiftung des deutschen Volkes)

2016 – 2023

Best Team, Digital Shapers

McKinsey & Company

2018

Team victory for Bertelsmann (€10,000), pitching an app for musicians to plan live tours.

First prizes, national and international competitions

Mathematics (BWM, LWM), Computer Science (BWInf), Physics (IPhO), Competitive Programming (NWERC, ICPC)

2009 – 2019

Languages

Mother tongue: German, French
Fluent (C1): English, Spanish

Publication

Methoden der Künstlichen Intelligenz in der Rechtswissenschaft

Zeitschrift für Digitalisierung und Recht (ZfDR), 2021, pp. 155–174. Classification of laws into legal areas with topic modeling (NLP).