Bumin Kağan Çetin
I'm a Data Scientist and AI Specialist at Bocconi University, specializing in NLP and deep learning. As CEO & Co-Founder of Alvolo Consulting, I bridge cross-border investment advisory with machine learning solutions.
My research focuses on detecting greenwashing risks in corporate communications using fine-tuned transformer models.
Education
Bocconi University
Master of Science in Data Science and Business Analytics
Coursework: Deep Learning for Computer Vision, Simulation & Modeling, Natural Language Processing
Thesis: Auditable Detection of Greenwashing Risk in Corporate Communications
Bocconi University
Bachelor of Science in Economics, Management, and Computer Science
Coursework: Econometrics, Big Data and Databases, Programming, IT Law, Machine Learning
Thesis: A Study of Predictive Techniques for Parliamentary Elections: A Case Study of Turkish Parliament
Experience
IMPACTSCOPE
AI Specialist | NLP Researcher
- Developed Data Product by fine-tuning RoBERTa to flag greenwashing risk, reducing manual review time by 80%
- Developed semantic contradiction index (SCI) utilizing stance detection and sentiment drift
- Cross-referenced sentiment-based ESG risk scores with historical greenwashing controversies
ALVOLO CONSULTING
Founder
- 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
FEDRIGONI SPA
Junior Data Scientist
- 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
N26 BANK AG
Risk Management Intern
- 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
Skills
Programming
Tools & Technologies
Certifications
- Google Advanced Data Analytics Specialization
- Stanford | DeepLearning.AI Machine Learning Specialization
- Datacamp: Certified Data Scientist Python
- Datacamp: Certified Data Engineer
- Database Design
- Introduction to Git
- Data Pipelines