AI & NLP Developer | RAG Specialist | Telegram Bot Developer | Open to Collaboration

Welcome to my GitHub profile! I'm a passionate developer specializing in Artificial Intelligence, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG) systems. I'm always excited to work on innovative projects and collaborate with fellow developers and researchers in the AI space.

Telegram: @Konstantin_vanov
Email: [email protected]

I'm deeply fascinated by the transformative power of AI and LLMs. My journey in this field has led me to specialize in building intelligent systems that can understand, process, and generate human-like responses. I'm particularly passionate about creating practical applications that leverage cutting-edge AI technologies to solve real-world problems.

I'm always open to collaboration and ready to support any interesting project! Whether it's contributing to open-source initiatives, collaborating on research, or building innovative AI solutions, I'm eager to connect and work together.

• Large Language Models (LLMs): Deep understanding of LLM architectures, fine-tuning, and optimization
• Retrieval-Augmented Generation (RAG): Building sophisticated RAG systems for enhanced AI applications
• Natural Language Processing (NLP): Advanced NLP techniques and conversational AI development
• Telegram Bot Development: Creating intelligent, AI-powered Telegram bots with advanced capabilities
• Vector Databases: Implementing semantic search and similarity matching using vector embeddings
• API Integration: Expert in OpenAI API, prompt engineering, and LLM orchestration
• DevOps: Containerization with Docker and orchestration with Kubernetes
• Backend Development: Building robust APIs and services with Flask and Python

• Languages: Python
• Frameworks: Flask, LangChain
• AI/ML: OpenAI GPT models, FAISS, Vector Databases
• DevOps: Docker, Kubernetes
• APIs: Telegram Bot API, OpenAI API
• Version Control: Git, GitHub

An advanced question-answering bot designed for intelligent document and article processing. This project demonstrates my expertise in RAG systems, combining vector search with LLM capabilities to provide accurate, context-aware responses.

Tech Stack: Python LangChain FAISS OpenAI Telegram API

Key Features:

• Intelligent document processing and indexing
• Semantic search capabilities
• Context-aware question answering
• Seamless Telegram integration

Developing sophisticated chatbots with advanced document processing capabilities, enabling natural conversations with structured and unstructured data.

Tech Stack: Telegram API LLMs Document Processing NLP

I'm continuously expanding my knowledge and staying at the forefront of AI innovation:

• Advanced RAG Techniques: Exploring hybrid search, query routing, and multi-modal RAG
• LLM Fine-tuning: Learning to fine-tune models for specific domains and use cases
• Multimodal AI Applications: Integrating vision, text, and audio in AI systems
• AI-Powered Document Processing: Advanced techniques for extracting and understanding information from documents
• LLM Optimization: Model compression, quantization, and inference optimization
• Prompt Engineering: Advanced techniques for getting the best results from LLMs

I'm actively seeking opportunities to:

• Collaborate on innovative AI and LLM projects
• Contribute to open-source AI initiatives
• Learn from and share knowledge with the AI community
• Support projects that push the boundaries of what's possible with AI

If you have an interesting project or idea, don't hesitate to reach out! I'm always excited to discuss new opportunities and see how we can work together.

I'm always happy to connect with fellow developers, researchers, and AI enthusiasts. Feel free to reach out if you want to:

• Discuss AI, LLMs, or RAG systems
• Collaborate on a project
• Share knowledge and learn together
• Explore new opportunities

Telegram: @Konstantin_vanov
Email: [email protected]

"The best way to predict the future is to invent it." - Let's build the future of AI together!