Anna Szymkowiak Have Email & Phone Number

Copenhagen

In my role as a Senior Data Scientist at Saxo Bank in Copenhagen, I led the development of a cutting-edge recommender engine using advanced ML techniques like neural networks and reinforcement learning. By researching solutions, modeling designs, and testing programming in Python, R, and C#, I successfully matched and featurized financial information to provide the most relevant insights for our clients.I developed a custom insights management system using a combination of ASPX, C#, HTML, JavaScript, and CSS. This system allowed businesses to configure messages for clients alongside recommended content, enhancing user engagement and satisfaction. By implementing innovative solutions, I improved overall efficiency for the company.I led upgrade process of financial widgets shared with the users to analyze trading data. By developing tools that provided trends in trading, I supported better financial decision-making for users.

Copenhagen

In my role, I led the development of an automated market making engine using reinforcement learning in C++. This project involved conducting research, testing, and visualizations in R and MATLAB. This resulted in successful implementation and improved trading performance of the bank.

Copenhagen

I worked as a Quantitative Analyst at Saxo Bank in Copenhagen, where I specialized in modeling and developing custom components for our CRM system. By utilizing machine learning techniques, I was able to automate lead distribution based on various factors like time availability and language proficiency, resulting in improved customer engagement and satisfaction. Additionally, I optimized call allocation to customers, leading to increased efficiency and better customer service.

In my role as a Consultant at Novo Nordisk, I spearheaded the development of an automatic text mining system for patent and document search. By implementing semantical keyword-based search functionalities, I significantly enhanced researchers' efficiency.

Courses in area of digital signal and image processing.

Ph.D., Machine Learning

Project title: Data mining in distributed databases. Researching machine learning techniques to model and extract information from various.

M.Sc., Electronics & Telecommunication

Activities and Societies: Official student representative. Major in computer sciences.

Digital Signal Processing

1 year exchange in Digital Signal Processing department.