Solutions using Mathematical Modeling, Bayesian Modeling and Machine Learning
Hi. I’m a long-time researcher, data scientist, consultant and entrepreneur in the field of AI based in Berlin, Germany, Earth.
Solving problems using math and science is my passion and I helped my customers to solve a wide range of challenges over the years. A few of them are:
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Developing technical prototypes using machine learning is my specialty and I have lots of experience doing that for startups as well as for corporations. My solutions are tailored to address specific problems and can help clients to improve the efficiency of their business. I see myself as an entrepreneur and I’m also open to talk about equity deals for compensation.
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Development of Bayesian scoring models for predicting the probability of success and risk of projects in finance and health care.
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Development of statistical attribution models to improve marketing efficiency, revenue and sales; including long-term impact models and marketing mix models.
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Development of Bayesian models for predicting (customer) churn and understanding the factors behind it to take action.
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Development of advanced NLP algorithms using Recurrent Neural Networks, Sequence-to-sequence models and Transformers:
Conversational AI
Customer Service Bots
Natural language based queries to databases
Automatic Information Extraction
Sentiment Analysis
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Assisting in building new data science teams, often times from scratch:
creating job descriptions,
designing candidate selection processes,
interviewing pre-filtered candidates
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Upskilling of Data Science Teams
Workshops on Machine Learning topics
Mentoring data science teams by planning projects, guiding them through them and aiding them in the communication with other teams in a company.
Let’s Work Together
I’m always looking for new opportunities and I love working internationally. Let’s have a discussion about your new project, explore opportunities or develop a new prototype together. I’m here to help.
Or let’s just have a coffee, I love meeting new people and exchanging ideas.