Працював в 2 компаніях 3 роки 1 місяць
IT
Machine Learning Engineer (GenAI)
Softengi
IT
1 рік
10.2023 - до теперішнього часу
- 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 рік 11 місяців
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.
Ключова інформація
- 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)
Навчався в 1 закладі
Київський національний університет імені Тараса Шевченка
Факультет інформаційних технологій 122 Master of Computer Science, Artificial Intelligence Technologies
Київ, 2024
Володіє мовами
Англійська
середній
Курси, тренінги, сертифікати
DeepLearning.AI TensorFlow Developer Specialization
2023
Fundamentals of Deep Learning.
Додаткова інформація
Захоплення та інтереси
- Chess
- Kaggle competitions
- Computer Games
- History
- Fishing
Сергій
Сергій
Machine Learning Engineer
Вознесенськ
Готовий переїхати: Київ
повна зайнятість
Характер роботи: віддалена робота
Оновлено 3 місяці тому