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Quant Developer at Barclays
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Barclays | CTU FIT
Data Scientist
June 27, 2026 – Present
lr_parser_generator
December 22, 2024 – December 31, 2024
This project is a learning tool designed to help users understand and generate LR parsers, including LR(0), SLR(1), LALR(1), and LR(1). It provides interactive features such as grammar definition, parser construction, and input string testing, enabling users to explore the internal structures and functionality of LR parsers.
View Projectpredict_pass_exam
January 21, 2024 – January 21, 2024
Creating AdaBoost classifier with decision trees for predicting whether a student will pass or fail an exam (classification) based on the number of study hours and their scores in the previous exam.
View Projectpredict_life_expect
January 14, 2024 – January 26, 2024
Predicting life expectancy (regression) with usage of custom random forest, linear regression and decision tree regressor from scikit-learn.
View Projectpredict_titanik
January 13, 2024 – January 14, 2024
Predicting the survival of Titanic passengers (binary classification) with usage of decision tree and KNN from scikit-learn.
View Projecttelegram_bot_ads
January 12, 2024 – January 12, 2024
The script defines a Telegram bot that allows users to schedule and manage advertisements. It utilizes the Telebot library for the Telegram Bot API, Schedule for scheduling tasks, and psycopg2 for interacting with the PostgreSQL database.
View Projectviz_data_animals
January 12, 2024 – January 12, 2024
Exploratory Data Analysis (EDA) with visualizations using Matplotlib and Seaborn.
View Projectorb_detector
December 27, 2023 – December 27, 2023
The implementation of part of the ORB (Oriented FAST and Rotated BRIEF) pipeline. The ORB consists of the feature detector and feature descriptor that detect and describe reproducible and discriminative regions in an image. Those, in turn, can be matched between pairs of images for correspondence search, 3D reconstruction, and so on.
View Projectascii_art
December 23, 2023 – December 23, 2023
Welcome to the ASCII Art Converter! This is a simple console-executable application, which is written in Scala, that allows you to transform images into ASCII art. The application provides flexibility by allowing you to apply various filters and specify the output format.
View Projectmicroarchitecture_RISC_V
August 6, 2023 – August 6, 2023
Design of a Processor Microarchitecture Supporting a Chosen Subset of RISC-V ISA Instructions.
View Projectintersect_union_regular_languages
August 1, 2023 – August 3, 2023
Implementation of an algorithm that enables finding the minimal deterministic finite automaton that accepts the intersection or union of languages defined by a pair of finite automata.
View ProjectCultural Fit Analysis
The candidate shows a strong inclination towards personal projects, demonstrating initiative and a passion for learning diverse technical areas. The projects cover a wide range of topics from data science and machine learning to compiler design and hardware microarchitecture, suggesting intellectual curiosity and a willingness to explore different domains. However, the current professional experience is listed as starting in the future ('2026-06-27T13:31:10.453Z') and marked as 'isCurrent: true', which is contradictory and indicates a lack of real-world, current professional experience in the target role. This raises concerns about immediate cultural fit within a professional data science team without prior industry exposure.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.