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