Владислав

VLADYSLAV
SHUDIEHOV
[open contact info](look above in the "contact info" section)
[open contact info](look above in the "contact info" section)
Šamorínska 10321/21, Bratislava 82106, Slovak Republic
github.com/shudiehov1902
[open contact info](look above in the "contact info" section)
Date of birth: 19. 2. 2006

WORK EXPERIENCE ABOUT ME
Business Analyst Assistant – Tatra banka, a.s.
05/2025 – Present · Bratislava · Part-time / Hybrid Third-year Applied Informatics student at the
Prepared and delivered financial and operational reports, ensuring Slovak University of Technology in Bratislava
accuracy and timely submission.
Used internal systems (e.g. SAP, GOLEM) to maintain, validate and with strong interest in software development
correct data in banking databases. and IT analysis. Hands-on experience with
Created analytical overviews and presentations using Microsoft Excel, Java, Python, C/C++, JavaScript, HTML,
Word and PowerPoint. CSS, basic React, SQL and Git/GitHub.
Collaborated with analysts and business stakeholders using Microsoft
Teams and Outlook. Currently working part-time as a Business
Strengthened analytical thinking, attention to detail and problem-solving Analyst Assistant at Tatra banka, where I
skills in a real financial environment. prepare financial and operational reports and
Waiter – Berg Penzión / TRIBAL by Kalbi work with data in a banking environment.
02/2024 – 06/2025 · Bratislava · Part-time
Provided customer service in a fast-paced environment and I live by the idea that “no” is not a failure, but
communicated with guests in multiple languages. a necessary step on the way to “yes”.
Handled orders, payments and maintained a clean and organized
workspace. Combined with my “never give up” mindset,
this helps me stay persistent when solving
EDUCATION complex technical problems or working on
Slovak University of Technology in Bratislava – FEI long-term projects.
Bachelor’s Degree, Applied Informatics · 09/2023 – 06/2026 (expected)
Relevant courses: Algorithms and Data Structures, Object-Oriented
Programming (Java), Web Technologies, Database Systems, Software WORK EXPERIENCE
Engineering, Neural Networks, Artificial Intelligence.
Business Analyst Assistant – Tatra banka, a.s.
05/2025 – Present · Bratislava · Part-time / Hybrid
SKILLS Prepared and delivered financial and operational
Programming & Development reports, ensuring accuracy and timely submission.
Java, Python, C, C++, JavaScript, HTML5, CSS3, basic React Used internal systems (e.g. SAP, GOLEM) to
maintain, validate and correct data in banking
Data, AI & Machine Learning databases.
PyTorch, basic neural networks (MLP, CNN), time-series & financial data Created analytical overviews and presentations
processing, data analysis & statistics (Pandas, NumPy) using Microsoft Excel, Word and PowerPoint.
Databases Collaborated with analysts and business
SQL, basic relational database design (MySQL) stakeholders using Microsoft Teams and Outlook.
Tools & Platforms Strengthened analytical thinking, attention to detail
Git, GitHub, GitLab, VS Code, PyCharm, CLion, Windows, Linux, macOS, MS and problem-solving skills in a real financial
Office (Excel, Word, PowerPoint), SAP usage environment.
Analysis & Modelling
Basic UML 2.x (Use Case, Class, Activity, Sequence, State diagrams),
requirements analysis, writing simple specifications.
LANGUAGES Waiter – Berg Penzión / TRIBAL by Kalbi
02/2024 – 06/2025 · Bratislava · Part-time
Slovak – B2 Provided customer service in a fast-paced
English – B2 environment and communicated with guests in
Russian – Native multiple languages.
Ukrainian – Native Handled orders, payments and maintained a clean
and organized workspace.
INTERESTS
Fintech & algorithmic trading PROJECTS
Machine learning & neural networks Algorithmic Trading Using AI – Bachelor Thesis
Software development & web technologies (in progress)
Data analysis and statistics 2025 · Python, PyTorch, NumPy, Pandas · ML, time-
Reading about investing, markets and technology series, trading
Designed an end-to-end machine learning pipeline
COURSES for predicting daily asset returns (2016–2025).
“Investments Available to Everyone” – Investment course (09/2024 – Created lagged return features, scaled data and
10/2024). applied a time-based split: Train (2016–2022),
Basics of investment strategies, technical analysis and work with brokers Validation (2023), Test (2024–2025).
(Freedom, Interactive Brokers, Just2Trade). Trained MLP models with MSE and MAE loss
functions and evaluated strategies using Sharpe
and Sortino ratios.
Implemented a simple long-only trading strategy
based on model predictions and compared it to a
Buy & Hold baseline.
Python PyTorch MLP Time-series
Sharpe / Sortino
Insurance System – Java OOP Semester Project
Java · OOP, UML-style modelling
Implemented a simplified insurance company
system according to a given specification.
Modelled contracts such as SingleVehicleContract,
MasterVehicleContract and TravelContract and
their relationships.
Applied object-oriented principles (inheritance,
interfaces, polymorphism) and worked with
collections and business logic in Java.
Java OOP UML
Web Development Projects –
(HTML/CSS/JavaScript/React)
HTML5, CSS3, JavaScript, React · responsive design,
forms, JSON
Created a personal website, interactive order form
and a “City Culture” portal... .
Implemented responsive layouts using HTML5 and
CSS3 and client-side validation using JavaScript.
Worked with JSON data and structured CSS using
a BEM-like methodology.
Links: Z1_stranka.Klikni sem · Z2_stranka.Klikni sem ·
Z3_stranka.Klikni sem
HTML CSS JavaScript React
Neural Networks – MNIST Digit Recognition
MLP, CNN · classification
Trained MLP and CNN models for handwritten digit
recognition.
Achieved accuracy above 95% and experimented
with different architectures and hyperparameters.
Strengthened understanding of neural networks,
model evaluation and regularization.
Neural Networks MLP CNN

ALL DETAILS -> GITHUB.Klikni sem