Szymon Socha Email & Phone Number

• Data-driven support for the banking industry in the field of Anti-Money Laundering (AML) and financial crime.
• Developing and enhancing AML system code using Python and PySpark
• Optimizing transaction monitoring (TM) scenarios by applying statistical methods and machine learning algorithms
• Delivering analysis results and insights in the form of visualizations and reports for clients in the banking sector
• Member of the Financial Crime Technology team

Warsaw, Mazowieckie, Poland

• A member of the team conducting an R&D project aimed at developing innovative models for product categorization and value prediction using machine learning and artificial intelligence algorithms.
• Developing price prediction models (Time Series Forecasting) by leveraging Natural Language Processing (NLP) and transfer learning features
• Researching cutting-edge techniques for employing and fine-tuning of Large Language Models (LLMs)
• Creating NLP models for text generation and classification
• The National Centre for Research and Development (NCBR) project

Warsaw, Mazowieckie, Poland

• Analysing telemetry data from video games with a focus on improving User Experience (UX).
• Analyzing video games telemetry data using R and SQL
• Developing dashboards and reports in RMarkdown and Shiny
• Developing ETL processes with BigQuery and MongoDB
• Collaborating with UX Research team members in combining quantitative and qualitative research findings
• Working closely with different game development teams and editorial teams around the world in order to understand their requirements and questions related to a projectSelected projects: Dead Island 2, Evil West, Saints.

Warsaw, Mazowieckie, Poland

• Developing tool for econometric modeling project
• Data cleaning and processing using Python and R and building custom R tools for econometric analysis

Warsaw, Mazowieckie, Poland

• Detecting and reporting bugs, software flaws and design issues

Master Of Science - Ms, Data Science And Business Analytics, 5/5

Dean’s List (Top 7%) Thesis: Should You Care about Tools in Fake News Detection? A Comparative Study of Cutting-Edge Embedding Methods and.

Bachelor Of Science - Bs, Computer Science And Econometrics

Bachelor’s thesis about investigating the impact of the COVID-19 pandemic on music streaming consumption, utilizing Google Trends activity.