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00 — ECONOMICS @ LMU MUNICH · CO-FOUNDER, REGU

N. Berk Cetinkaya

Economist by training. Founder by habit.

Economics student at LMU Munich and co-founder of Regu, a pre-seed startup bringing private, on-premise AI to companies in Germany. I like problems where finance, data and automation meet — and solutions that actually ship.

NOW Building BWA Kommentar AI at Regu

  • 8,000+

    orders fulfilled · e-commerce

  • 8 / 8

    BMW decisions reproduced · Tracepoint back-test

  • 3

    languages · Turkish, German, English

  • REGU · PRE-SEED
  • BWA KOMMENTAR AI · ON HUGGING FACE
  • 8,000+ ORDERS FULFILLED
  • TRACEPOINT · EHL GRAND FINALE · BMW CHALLENGE
  • LMU MUNICH · B.SC. ECONOMICS
  • MCKINSEY FORWARD
  • INSIDE LVMH
  • BCG · DATA FOR DECISION MAKERS
  • TELC C1 GERMAN

01 Ventures

Ventures

Companies I've started — what they do and where they stand.

  1. 01

    PRE-SEED · MUNICH

    Regu

    Co-founderPresent

    Private AI for German businesses — from cloud bill to on-premise setup.

    Regu helps European companies move their AI off the cloud and onto infrastructure they own. We build on two fronts: hardware-focused solutions for running AI locally, and digital products that integrate with them. We customise LLMs and train for a company’s own work. A cloud routing service that lets teams use open-source models side by side is running in a few pilots.

    Regu began as an EU AI Act compliance assistant.

    COST MODEL · 11 HARDWARE CONFIGURATIONS · 24 CLOUD AI PLANS
    Visit reguai.tech
  2. 01.1

    In progress

    BWA Kommentar AI

    Builder · inside ReguIn progress

    A model that drafts commentary on the BWA (Betriebswirtschaftliche Auswertung), the monthly management report German Mittelstand companies receive from their tax advisors. Built with retrieval-augmented generation and fine-tuning. The first version is public on Hugging Face.

    GEMMA 4 E4B · LORA · TESTED ON 720 MONTHS
    View on Hugging Face
  3. 02

    E-COMMERCE

    Cheerful Uncle

    FounderOct 2024 – Feb 2026

    An e-commerce business I founded and ran on my own.

    8,000+

    orders fulfilled

    • NORTH AMERICA
    • 17 MONTHS

02 Selected work

Selected work

Prototypes, research and tools — built outside a company.

03 Track record

Track record

Two years, in order — newest first.

2026

  1. Now

    Regu

    Co-founder

  2. Oct 2026

    European Hackathon League — Grand Finale, Munich

    Built Tracepoint in 24 hours with a team of four for the BMW Group challenge, alongside 300+ builders. The league is Europe's first competitive hackathon league, founded by TUM.ai.

  3. Aug – Sep 2026

    Business Analyst Intern

  4. Feb – Mar 2026

    Beyond the Interest Barrier

    Policy brief at LMU Munich

2025

  1. Oct 2025 – present

    Ludwig-Maximilians-Universität München

    B.Sc. Economics. Coursework: Economics, Data Analytics, Game Theory & Strategy, Statistics, Finance & Decision

2024

  1. Oct 2024 – Feb 2026

    Cheerful Uncle

    Founder · e-commerce · 8,000+ orders

  2. Oct 2024 – Sep 2025

    Technische Hochschule Augsburg

    German language programme · completed Telc C1 Hochschule

04 Recognition (4)

Recognition (4)

  • Aug 2026

    Introduction to Data for Decision Makers — Job Simulation

    Job simulation

    BCG, via Forage

  • Jun 2026

    McKinsey Forward Program

    Completed

    McKinsey & Company

  • Jun 2026

    Inside LVMH Certificate

    Creation & Branding · Operations & Supply Chain

    LVMH

  • Jun 2025

    Telc C1 Hochschule

    German, C1

    telc

05 Instruments

Instruments

  1. Python
  2. Advanced Excel
  3. R
  4. n8n
  5. Dify
  • RAG pipelines
  • LoRA / QLoRA fine-tuning
  • LLM evaluation
  • Ablation studies
  • Local inference
  • Workflow automation
  • Data analysis
  • Financial modelling
  • Market research
  • Pricing analysis
  • Policy research
  • Turkish

    Native

  • German

    C1 · Telc C1 Hochschule

  • English

    Professional fluency

06 Contact

Let's talk.

Building something where finance meets AI — or want to compare notes on one? Write to me.

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