Andrey Plotnikov
Рейтинг
Уровень владения языками
Резюме
AI/LLM Engineer | RAG & Intelligent Agents Developer | Voice Bot Specialist
Passionate AI developer specializing in Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and intelligent agent systems. I build cutting-edge AI solutions—from smart assistants to voice-enabled bots—that leverage natural language understanding, contextual reasoning, and seamless data integration. With expertise in Python, C++, C#, Dart, and robust database management (PostgreSQL, MySQL, MSSQL), I deliver scalable, efficient AI applications tailored to your business needs.
Core Expertise:
🔹 AI Agent & RAG Development:
- Design and deploy custom LLM-powered agents for automation, decision support, and dynamic user interactions.
- Implement RAG pipelines to enhance model accuracy with real-time data retrieval from structured/unstructured sources.
- Build context-aware assistants (e.g., customer support bots, research tools) using frameworks like LangChain, LlamaIndex, or custom Python stacks.
🔹 Voice & Conversational AI:
- Develop voice-controlled bots integrating speech recognition (e.g., Whisper, Google ASR) and synthesis for hands-free user experiences.
- Architect multimodal assistants combining text, voice, and API-driven workflows.
🔹 Full-Stack AI Engineering:
- Languages: Python (PyTorch, TensorFlow, Transformers), C++ (performance optimization), C# (.NET integrations), Dart (Flutter for cross-platform UI).
- Databases: PostgreSQL, MySQL, MSSQL – skilled in optimizing queries, vector storage (pgvector), and data pipelines for AI training/inference.
- LLM Tools: Fine-tuning (LoRA, QLoRA), prompt engineering, OpenAI API, Llama 2, Mistral, and open-source model deployment.
What I Deliver:
✅ End-to-end AI solutions: From concept design to deployment, including API integration and cloud hosting (AWS/Azure/GCP).
✅ High-performance agents: Systems that handle complex workflows, data analysis, and user intent detection.
✅ Secure, scalable architecture: Emphasis on privacy, low-latency responses, and database efficiency.
Why Hire Me?
- Focus on results: I prioritize solutions that solve real business problems — reducing costs, enhancing engagement, or unlocking new capabilities.
- Clear communication: Fluent in technical and stakeholder discussions, with proactive progress updates.
- Agile collaboration: Iterative development based on your feedback, ensuring alignment with goals.
Let’s innovate together! Contact me to discuss your AI project—whether it’s automating workflows, building a voice assistant, or creating a custom RAG system.