Szymon Socha Email & Phone Number

Poland

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 Row

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.

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.