Работал в 2 компаниях 3 года 1 месяц
IT
Machine Learning Engineer (GenAI)
Softengi
IT
1 год
10.2023 - по настоящее время
- Working on Generative AI (GenAI) projects with a focus on vector databases, specifically using Milvus.
- Implementing similarity search techniques for Retrieval-Augmented Generation (RAG).
- Assisting in the development and writing of API endpoints.
- Crafting and optimizing prompts for Large Language Models (LLM).
Machine Learning Engineer
Kernelbay
IT
1 год 11 месяцев
10.2021 - 09.2023
In this role, my primary responsibilities include:
- Performing deep data analysis and visualization to extract valuable insights.
- Developing and implementing feature generation and selection strategies to improve the performance of predictive models.
- Training, building, and deploying machine learning models using popular libraries such as scikit-learn and XGBoost, as well as AWS services, including S3 and SageMaker, for scalable model development and deployment.
- Developing a machine learning-based solution to accurately predict hourly power generation at large solar power plants, contributing to improved resource allocation and cost savings.
Ключевая информация
- Programming (Python)
- Deep Learning (TensorFlow, PyTorch, TorchLightning)
- Supervised (Classification, Regression), Unsupervised (Clustering, Dimensionality reduction)
- Data analysis and visualization (matplotlib, seaborn)
- Machine learning algorithms and models (Sklearn, XGBoost, LightGBM)
- Computer Vision (Classification CNN's, Detection YOLO, Segmentation U-Net)
- Data preprocessing (Pandas, NumPy)
- Database structures and algorithms (SQL, Milvus vector db for similarity search)
Учился в 1 заведении
Київський національний університет імені Тараса Шевченка
Факультет інформаційних технологій 122 Master of Computer Science, Artificial Intelligence Technologies
Київ, 2024
Владеет языками
Английский
средний
Курсы, тренинги, сертификаты
DeepLearning.AI TensorFlow Developer Specialization
2023
Fundamentals of Deep Learning.
Дополнительная информация
Захоплення та інтереси
- Chess
- Kaggle competitions
- Computer Games
- History
- Fishing
Сергій
Сергій
Machine Learning Engineer
Вознесенск
Готов переехать: Киев
полная занятость
Характер работы: удаленная работа
Обновлено 3 месяца назад