Python Developer

Uchazeč je držitelem magisterského titulu v oboru ekonomicko-finanční matematika a modelování a absolvoval výměnný program v oblasti ekonomie a správy podniku. Plynně hovoří anglicky a slovensky a má základní znalost němčiny. V současné době pracuje jako Data Scientist & Machine Learning/Data Engineer, s předchozími zkušenostmi v dalších dvou organizacích. Zkušený ve vývoji v jazyce Python, NLP, neuronových sítích a regresi rozhodovacích stromů. Držitel certifikátů Azure Fundamentals, ACCA a Cambridge English.

02/2020 – 04/2022 Senior Python Developer Developed and maintained a solution for identifying medical documents using machine learning models. The solution was a microservice within a larger product, built in er and deployed using Kubernetes. Maintained a model for text translation, translating medical text from multiple foreign languages into English and vice versa. Used a pre-built attention transformer model trained on custom medical data. Developed a Python application for validating English financial reports for a multinational bank. Utilized pretrained Spacy models for natural language processing to identify errors in financial statements.

09/2017 – 01/2020 Risk Assurance Senior Associate Developed a Python application for automatically reconciling ledger book data with core data in accounting systems using gradient-boost decision trees. Designed an LTSM network for predicting balance sheet values and detecting anomalies in accounts for a multinational bank. Assisted the United Nations in filtering out bot-generated negative comments on Twitter to delegitimize its operations in specific regions.

02/2017 – 06/2017 Risk Analysis Trainee Assisted in risk analysis using SAS and Microsoft SQL, focusing on time series analysis and GARCH modeling.