Data science consulting
Investing and related financial services
I have experience in research & development for the investing domain, especially value investing, crowdfunding, angel investing, and venture capital. Besides my consulting work, I work as a machine learning engineer in the finance sector, where I do projects focused on credit risk.
Note that I do not take on projects related to cryptocurrencies or NFTs.
Testimonials
“Working with Judith over the past years has been a pleasure on many occasions, when working on text classification for an employer she gave me insightful advice on the state of the art Natural Language Processing tools and also gave me more tailored advice on how these could be implemented in different scenarios. This saved me and the company I was employed by valuable time and energy. I would not hestitate to ask her again for advice on NLP and Finance related analysis.”
— Michel Jansen, data scientist, A.S.R., Utrecht
Can your company benefit from my expertise? Send me an email or schedule a meeting with me.
Examples of past projects
- Monitoring trends in crowdfunded projects on a well-known Dutch crowdfunding website
- Improving automatic labeling of bank transactions
- Generating compliance reports for De Nederlandsche Bank (DNB), the Dutch central bank
- Data quality assurance on bank transaction data and customer data for predictive machine learning
- Vetting data quality of various financial data suppliers for developing robo-advisors
- Predict credit risk for small-sized business loans
- Measuring economic sentiment and visualizing this in business intelligence dashboards
- Real-time pump & dump scheme detection for microcap cryptocurrencies using Twitter data
- Design a framework for papertrading for an educational investment club
- Sentiment analysis on text in domain-specific language, including financial text