Data Scientist

• Dec 2021 - Present

At Qred, I leverage my expertise in data science, machine learning, and MLOps to develop credit scoring models for credit applications. My passion for data-driven decision-making and optimizing business processes allows me to make a significant impact on the organization's risk management and customer acquisition strategies. Key responsibilities: - Design, develop, and deploy robust credit scoring models to assess the creditworthiness of credit applicants, improving risk management and reducing default rates. - Collaborate with cross-functional teams, including Data Engineering, Product Management, and Finance, to gather requirements, align on objectives, and ensure seamless integration of credit scoring models into existing systems. - Implement MLOps best practices to streamline model development, deployment, and monitoring processes, ensuring high-quality and consistent performance of credit scoring models. - Conduct thorough data analysis and feature engineering to identify patterns and trends, optimizing model inputs for improved predictive capabilities. - Present data-driven insights and model performance metrics to stakeholders, enabling informed decision-making and strategic planning. Show less

Data Scientist

• Oct 2020 - Dec 2021

Sopra Steria är ett ledande internationellt konsultföretag inom digital transformation med en av marknadens mest omfattande tjänsteportföljer. Bolaget erbjuder dataanalys, affärs-och verksamhetsutveckling, projekt-och förändringsledning, systemutveckling, testning, drift och förvaltning av IT-system. Sopra Steria hjälper privata och offentliga organisationer med att ta ett digitalt ledarskap inom sin bransch. Koncernen har 45000 medarbetare i 25 länder och hade en omsättning på € 4,1 miljarder 2018. I Skandinavien är vi drygt 2300 medarbetare och omsatte tillsammans 3,1 miljarder kronor 2018. Show less

Master Thesis

• Jan 2020 - Jun 2020

The goal of the thesis was to utilize receipt data, weather data, and calendar data to forecast sales of products on a day to day basis for multiple supermarkets. Several models were used including LSTM, XGBoost, and Arima. During this project I further increased my knowledge surrounding machine learning and time series modelling . The goal of the thesis was to utilize receipt data, weather data, and calendar data to forecast sales of products on a day to day basis for multiple supermarkets. Several models were used including LSTM, XGBoost, and Arima. During this project I further increased my knowledge surrounding machine learning and time series modelling .

Junior Consultant (Internship)

• Jan 2019 - May 2019

I worked with a multinational, interdisciplinary, team to create a concept for the future of business lending. By applying machine learning we developed a prototype that enabled the loan application for small and medium businesses to be simpler, faster, and more engaging. I worked with a multinational, interdisciplinary, team to create a concept for the future of business lending. By applying machine learning we developed a prototype that enabled the loan application for small and medium businesses to be simpler, faster, and more engaging.

Student Researcher

• Jan 2018 - Jun 2018

Bachelor thesis for a new cryptocurrency start-up project. The project focused on researching the optimal conditions and the optimal structure for a cryptocurrency such that it can be used in every day transactions. I learned a lot about cryptocurrency, blockchain, and the work process of a start up. The project resulted in a patent (pending) for a this technology. Bachelor thesis for a new cryptocurrency start-up project. The project focused on researching the optimal conditions and the optimal structure for a cryptocurrency such that it can be used in every day transactions. I learned a lot about cryptocurrency, blockchain, and the work process of a start up. The project resulted in a patent (pending) for a this technology.

Salesperson

• Apr 2014 - Jul 2016

Part-time job Part-time job

Telemarketer

• Oct 2013 - Apr 2014