Contact information

You can get this candidate's contact information from https://www.work.ua/resumes/8398724/

Work experience

Machine Learning Engineer

from 09.2024 to now (2 years 2 months)
GracyWoods Games, Дистанційно (IT)

• Optimize LLMs for AVAs, enhancing NPC behaviors and interactions for immersive gaming experiences.
• Deploy models on AWS for scalable training and real-time inference, ensuring robust performance.
• Develop AI algorithms for AVA decision-making and emotional intelligence, creating lifelike interactions.
• Manage cloud infrastructure, optimizing machine learning pipelines for efficient performance.

Junior Data Scientist Intern

from 06.2024 to 09.2024 (4 months)
GracyWoods Games, Дистанційно (IT)

• Processed and analyzed datasets of over 500,000 records, which I collected through web scraping and APIs.
• Developed machine learning models for classification tasks using PyTorch, achieving 95% accuracy on the test set.
• Utilized NLP techniques for text data processing and sentiment analysis with transformers.
• Deployed machine learning models into production using AWS and Docker, ensuring scalability and maintaining
response times under 1-2 seconds.

Data Science & Business Analytics intern

from 04.2024 to 05.2024 (2 months)
The Sparks Foundation, Інші країни (IT)

• Conducted exploratory data analysis using Python, Pandas, NumPy, Matplotlib, and Seaborn.
• Identified temporal trends and regional attack patterns to enhance global security insights.
• Utilized advanced statistical techniques for extracting insights from complex datasets.
• Facilitated informed decision-making in security analysis through detailed data interpretation.

Mentor on Python and Web Courses

from 12.2022 to 08.2023 (9 months)
IT Future Online School, Київ (Освіта, наука)

• Led Python and Web development courses, enhancing technical skills for over 100 students.
• Implemented effective teaching strategies, simplifying complex IT concepts for better understanding.
• Developed a collaborative learning environment, significantly boosting student engagement.
• Facilitated student projects, addressing inquiries and promoting teamwork.

Education

Київський національний університет ім. Тараса Шевченка

122, Компʼютерні науки, Київ
Higher, from 2019 to 2023 (4 years)

Knowledge and skills

• Python
• Django
• HTML
• CSS
• MySQL
• SQL
• GitHub
• Знання принципів ООП
• Machine learning
• Data analysis
• Data visualization
• Database design
• PostgreSQL
• Knowledge of NLP techniques
• A/B testing
• Computer vision
• Git
• Docker
• Keras
• TensorFlow
• PyTorch
• Pandas
• NumPy
• Seaborn
• Matplotlib

Language proficiencies

• English — above average
• Ukrainian — fluent