Працював в 1 компанії 6 місяців
IT
Bootcamp Data Scientist
Amazinum
IT
5 місяців
10.2023 - 03.2024
Project: Fine-Tuning LLM Model for Text Generation
Description: Engaged in fine-tuning a large language model (LLM) to enhance its ability to generate high-quality text.
Key Tasks and Achievements:
Data Preparation: сollected and processed a large dataset relevant to text generation tasks.
Model Fine-Tuning: Applied transfer learning techniques to fine-tune the LLM on specialized data.
Technologies and Tools:
Models: GPT-3
Frameworks: TensorFlow, Hugging Face Transformers Programming Languages: Python
Data Preparation Tools: pandas, NumPy
Project: Development of a Telegram Bot Based on OpenAI for a Flower Shop
Description: Developed a Telegram bot for a flower shop that uses OpenAI to automate customer interactions, take orders, and provide product information.
Key Tasks and Achievements:
1.Requirements Analysis: Identified the functionality requirements for the bot, including multi-language support.
2.Bot Development: Created the bot using the Telegram Bot API, ensuring integration with OpenAI for natural language processing.
3.OpenAI Configuration: Utilized the OpenAI API to generate responses to user queries, provide recommendations, and take orders.
4.Database Integration: Set up a connection with the database where product information and prices are stored.
Technologies and Tools:
Programming Languages: Python
APIs and Services: Telegram Bot API, OpenAI API Databases: SQLite
Project: Development of a Parser with Database Export via Telegram Bot
Description: Developed a parser for collecting information from websites, storing the data in an SQLite database, and providing the ability to export this database via a Telegram bot upon request.
Technologies and Tools:
Programming Languages: Python Parsing Libraries: Selenium Databases: SQLite
APIs and Services: Telegram Bot API
Description: Engaged in fine-tuning a large language model (LLM) to enhance its ability to generate high-quality text.
Key Tasks and Achievements:
Data Preparation: сollected and processed a large dataset relevant to text generation tasks.
Model Fine-Tuning: Applied transfer learning techniques to fine-tune the LLM on specialized data.
Technologies and Tools:
Models: GPT-3
Frameworks: TensorFlow, Hugging Face Transformers Programming Languages: Python
Data Preparation Tools: pandas, NumPy
Project: Development of a Telegram Bot Based on OpenAI for a Flower Shop
Description: Developed a Telegram bot for a flower shop that uses OpenAI to automate customer interactions, take orders, and provide product information.
Key Tasks and Achievements:
1.Requirements Analysis: Identified the functionality requirements for the bot, including multi-language support.
2.Bot Development: Created the bot using the Telegram Bot API, ensuring integration with OpenAI for natural language processing.
3.OpenAI Configuration: Utilized the OpenAI API to generate responses to user queries, provide recommendations, and take orders.
4.Database Integration: Set up a connection with the database where product information and prices are stored.
Technologies and Tools:
Programming Languages: Python
APIs and Services: Telegram Bot API, OpenAI API Databases: SQLite
Project: Development of a Parser with Database Export via Telegram Bot
Description: Developed a parser for collecting information from websites, storing the data in an SQLite database, and providing the ability to export this database via a Telegram bot upon request.
Technologies and Tools:
Programming Languages: Python Parsing Libraries: Selenium Databases: SQLite
APIs and Services: Telegram Bot API
Ключова інформація
• Python
• NLP
• Machine learning
• Deep Learning
• LLM
• FastApi
• Flask
• NLP
• Machine learning
• Deep Learning
• LLM
• FastApi
• Flask
Навчався в 1 закладі
Ternopil technical university
Computer science
Тернопіль, 2021
Володіє мовами
Англійська
середній
Російська
вільно
Українська
рідна
Курси, тренінги, сертифікати
Data Scientist
Тернопіль, 2024
Stanislav
Stanislav
Junior data scientist
![](https://cv-photos-original.rabota.ua/cdn-cgi/image/w=110/64982be9-b8fe-49b9-a9a6-7f77f65c616b.jpg)
Тернопіль
Активно шукає роботу
повна зайнятість, неповна зайнятість, проектна робота
Характер роботи: віддалена робота, сезонна / тимчасова робота
Оновлено 2 дні тому