Ployplearn Ravivanpong (Gib)
Karlsruhe Institute of Technology (KIT)
Campus Süd
Institute of Telematics
Chair for Pervasive Computing Systems / TECO
Vincenz-Prießnitz-Straße 1
76131 Karlsruhe
Germany
Building 07.07, Room : 202
email: ravivanpong(at)teco.edu
Short CV
2018 – present | PhD Candidate |
2017 – present | Research Associate at TECO |
2016 – 2017 | Pricing Analyst at GFKL Financial Services GmbH (Part of Lowell Group) |
2014 | Graduation with Master (MSc) of Economics Engineering at Karlsruhe Institute of Technology (KIT) |
2011 | Graduation with Bachelor (BSc) of Economics at University of Mannheim |
2008 | Graduation with Bachelor (BSc) of Electrical Engineering at University of Applied Science Mannheim |
Projects
2017 – present | Data Scientist @ Smart Data Solution Center (SDSC-BW) – Smart Data Analytics for Small and Medium Enterprises |
Research Interests
- Causuality, causal model, inference and effect estimation
- Text mining for economic policy and project evaluations
- Application of data mining and machine learning in economics
- Financial network analysis
Supervised Theses
Open
Running
- A Structured Review of Machine Learning Estimators of Causal Effects
- Automatische Auswahl von maschinellen Lernverfahren für kausale Inferenz
- Similarity Matrix Learning for Text Classification
Finished
- Predictive maintenance at risk: A churner warning system
- Text Mining Tool for Literature Survey on Data Mining Applications in Finance and Economics
- TxT-Fresh – Automatisches Feature-Extraction-Modul für die Textanalyse (co-supervising with Dr. Ngo)
- Will They Block Each Other? – A ‘block’ Prediction System for Live Chat (co-supervising with Dr. Ngo)
- Konzeption eines regelunterstützten, interaktiven Annotationssystems zur Klassifikation kritischer Geschäftsobjekte
Past Seminar Topics
Mobile Computing and Ubiquitous Technologies Seminar
- Structure Learning
- Review of Causal Forests
- Correlation vs. Causality
- Literature Survey on Data Mining Techniques in Economics
- Basics of Expert Systems
Designing and Conducting Experimental Studies Seminar
- Bedeutung von Machine-Learning in der Volkswirtschaftslehre – Expert Interviews
Peer-Reviewed Publications
The following list is automatically generated from Mendeley using Michael Koch’s WP Mendeley Plugin .
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