Orest Karpiak
TU Wien Student
Vienna
Summary
Ambitious and forward-thinking AI enthusiast currently pursuing graduate-level studies in Computer Science at TU Wien. Equipped with hands-on experience in software development, machine learning, and AI-driven tools, I excel at combining cutting-edge technologies with creative problem-solving. Fluent in German, English, and Russian, I thrive in international, collaborative environments. I am eager to apply my technical expertise, research capabilities, and passion for innovation to optimize software development processes in a dynamic setting like Red Bull.
Overview
2024
2024
years of professional experience
5
5
years of post-secondary education
3
3
Languages
Work History
Dota Match Prediction AI Project
01.2024 - 02.2024
- Developed a predictive model inspired by OpenAI Five to forecast match metrics for Dota 2 matches, focusing on player performance, team compositions, and outcome probabilities
- Employed Python, TensorFlow, and advanced deep learning techniques to process extensive historical match data, used LSTM's
- Gathered, organized and cleaned data for AI training
- Sold the solution to an influencer who integrated it into a subscription-based platform, attracting a growing community of paying subscribers and increasing user engagement
- Demonstrated the ability to leverage AI models for real-world, revenue-generating applications while enhancing user satisfaction and platform credibility
Web Developer Intern
Mvive
2017 - 2017
- Developed interactive prototypes using HTML, CSS, JavaScript, and jQuery for client presentations and feedback sessions.
- Optimized load times for web applications, ensuring smoother browsing experience for users.
Education
Bachelor’s & Ongoing Master’s - Computer Science
TU Wien
01.2020 - Current
Skills
Java
Python
Go
TypeScript
TensorFlow
Keras
PyTorch
GitHub
OpenAI APIs
SQL
Git
Experience integrating ML models into software development lifecycles
Researching market trends for innovative AI tools
Implementing proof-of-concept prototypes
Additionalprojectsactivities
- Software Prototyping Projects, Built various proof-of-concept tools to streamline coding, testing, and deployment phases using AI-based code suggestions, improving development speed and reliability.
- Research & Innovation Initiatives, Regularly surveyed emerging AI tools (e.g., ChatGPT, Cursor) and assessed their potential for integration into existing software pipelines, documenting findings and presenting actionable recommendations to peers.
Whyredbull
I am drawn to Red Bull’s culture of freedom and responsibility, where forward-thinking innovation meets practical application. This internship represents an opportunity to translate my passion for AI into tangible enhancements in the software development lifecycle, collaborating with a team that values creativity, efficiency, and growth. By contributing fresh research insights and AI-driven solutions, I aim to help push Red Bull’s engineering practices to new levels of excellence.
Githubportfolio
github.com/orekpk
Accomplishments
My hobby is running. I love to run, my record times are:
- 5km in 20 minutes
- 10km in 45 minutes
- 21km in 1:45 minutes
Timeline
Dota Match Prediction AI Project
01.2024 - 02.2024
Bachelor’s & Ongoing Master’s - Computer Science
TU Wien
01.2020 - Current
Web Developer Intern
Mvive
2017 - 2017
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