Experience

Qred

• Sweden
• Financial Services
• 1 - 100 Employee

• Data Engineer

  • May 2023 - Present



Uppsala University

• Sweden
• Higher Education
• 700 & Above Employee

• Teaching Assistant

  • Mar 2023 - Present



Trading and Investment Management

• Data Engineer

  • 2020 - 2022

  • Trading in financial markets using the Deep Reinforcement Learning model to better adapt to the financial market's large-scale data and then directly output actions through brain processing (simulated with Deep Neural Networks) without external supervision. • Utilized AWS Glue to perform data ETL processes, transforming raw financial data into labeled format prepared for deep learning. • Developed producers to stream data using Amazon Kinesis and Designed real-time data analysis frameworks. • Reduced storage costs by using Snowflake's time-series data handling capabilities. • Designed Event-Driven Architecture (EDA) for high frequency trading system using AWS Lambda. • Collaborated with ML engineers to deploy deep reinforcement learning models on big data using Apache Spark and TensorFlow. Show less



Trading and Investment Management Startup

• Product Manager

  • May 2021 - Aug 2021

  • Produced intelligent money management platform for both trading accounts and investors, contributing to up to 81% profit in a quarter year. • Led cross-functional teams, including software development, UI/UX design, sales, and marketing, to satisfy stakeholders needs • Communicated product plans and updates to stakeholders, including executives, investors, and customers. • Managed project scope and implemented changes to ensure project goals were met. • Produced intelligent money management platform for both trading accounts and investors, contributing to up to 81% profit in a quarter year. • Led cross-functional teams, including software development, UI/UX design, sales, and marketing, to satisfy stakeholders needs • Communicated product plans and updates to stakeholders, including executives, investors, and customers. • Managed project scope and implemented changes to ensure project goals were met.