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Bumin Kağan Çetin · cetinbumink@gmail.com · +39 348 170 5207

Career & curriculum vitae 2020 — 2025

A career in
five chapters.

From economics to algorithms. From understanding risk to building something of my own. The experiences that shaped how I work.

Bumin Kağan Çetin
Bumin Kağan ÇetinMilan, Italy

Chapters / 2020 - 2025

The story so far.

01/ 05

I2020 — 2023Milan

An economist who learned to code, at a school that taught both.

Bocconi University

B.Sc. Economics, Management & Computer Science

Bocconi put econometrics and programming in the same week, every week. I left with a thesis that treated a national election as a forecasting problem — and the habit of asking what a model is for before asking how it works.

II2022 — 2023Berlin

Inside a bank, risk is not a chart. It is a register, a control, a decision.

N26 Bank AG

Risk Management Intern

In N26’s risk team I worked on the internal control system, the loss database and the risk register, and sat in the new-product process where every launch is weighed against what could go wrong. An elegant model only matters if it survives contact with a committee.

III2024Milan

A century-old paper maker, and the first models I shipped to a factory floor.

Fedrigoni S.p.A.

Junior Data Scientist

At Fedrigoni I built LSTM time-series models for demand, a pricing model that combined unsupervised learning with NLP, and the Knime and PowerBI prototypes that let the business see them. Manufacturing does not care about your architecture; it cares whether the number on the dashboard is right on Monday morning.

IV2023 — 2025Milan & Switzerland

Teaching a language model to tell a promise from a plan.

Bocconi University · ImpactScope

M.Sc. Data Science · AI Specialist, NLP Researcher

My master’s thesis and my work at ImpactScope converged on one question: can a model audit what companies claim about sustainability? The answer that survived evaluation was narrower and more useful than the one I set out to find — a detector that tracks expert judgement closely enough to rank a reading queue, and nowhere near well enough to replace the reader.

V2025Milan

Then I built the firm I would have wanted to hire.

Alvolo Consulting

Founder

Alvolo Consulting is a financial advisory practice for businesses crossing between Turkey and Italy: company formation, tax structuring, banking, negotiation. Founding it meant learning the Italian financial system from the inside — and it is where the models and the advisory finally sit at the same table.

I: Bocconi University, 2020 — 2023

Curriculum vitae

The full record

Education, experience and working languages. Dates as recorded in my CV.

Education

2023 - 2025

Master of Science in Data Science and Business Analytics

Bocconi University · Milan, Italy

Thesis: Auditable Detection of Greenwashing Risk in Corporate Communications

2020 - 2023

Bachelor of Science in Economics, Management, and Computer Science

Bocconi University · Milan, Italy

Thesis: A Study of Predictive Techniques for Parliamentary Elections: A Case Study of Turkish Parliament

Experience

December 2024 - December 2025

AI Specialist | NLP Researcher

IMPACTSCOPE · Remote, Switzerland

  • Built a data product that scores greenwashing risk in corporate sustainability claims, so reviewers can triage a queue instead of reading it in order
  • Developed a semantic contradiction index (SCI) using stance detection and sentiment drift
  • Cross-referenced sentiment-based ESG risk scores with historical greenwashing controversies

March 2025 - November 2025

Founder

ALVOLO CONSULTING · Milan, Italy

  • Founded financial advisory hub in Italy helping clients achieve their financial goals
  • Mastered Italian financial system to provide accurate information and guidance
  • Managed full customer lifecycle from acquisition to retention

April 2024 - October 2024

Junior Data Scientist

FEDRIGONI SPA · Milan, Italy

  • Developed time-series algorithms and custom predictive models utilizing LSTM
  • Developed custom AI model incorporating unsupervised models and NLP to optimize pricing
  • Utilized Knime and PowerBI to develop new analytical prototypes

November 2022 - February 2023

Risk Management Intern

N26 BANK AG · Berlin, Germany

  • Supported Internal Control System (ICS), loss database, risk register and reporting
  • Interacted with stakeholders supporting New Product Process (NPP)
  • Helped in identifying, assessing, mitigating and monitoring non-financial risks

Languages

  • TurkishNative
  • EnglishNative
  • ItalianAdvanced (C1)
  • GermanIntermediate (B1)

VI / …

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