AI Integration & Automation
🤖 Connecting intelligence with automation — making technology think, act, and adapt.
Why AI Integration Matters
Artificial Intelligence isn't just the future — it's already shaping how we work, communicate, and make decisions. But AI alone isn't enough. The true power comes when it's integrated with real systems, processes, and data — seamlessly working behind the scenes.
- ✓ Design and build AI-powered systems that understand, automate, and optimize tasks
- ✓ Bring human-like intelligence into digital environments
- ✓ Connect intelligence with automation — making technology think, act, and adapt
- ✓ Private, self-hosted AI solutions for complete data control
That's what I do: I design and build AI-powered systems that understand, automate, and optimize tasks — bringing human-like intelligence into digital environments.
What I Build with AI
AI Assistants & Chatbots
Custom-built assistants that respond naturally, process company data, and provide accurate answers — running locally on FastAPI backends with Ollama or LangChain models.
Document Intelligence Systems
AI agents that read, analyze, and answer questions directly from PDFs, Markdown, or internal databases, using vector-based retrieval for accurate context understanding.
Automation & Workflow Optimization
Integrating AI into business workflows — from automated reporting and system health alerts to intelligent decision-making and data-driven notifications.
Self-Hosted AI Infrastructure
Deploying LLaMA 3, Mistral, or custom fine-tuned Hungarian models on private Debian + Docker + GPU (RTX 4070) environments, ensuring privacy, performance, and total control.
API Integration & Extensibility
Designing RESTful and WebSocket APIs that connect AI agents with frontends, WordPress sites, CRMs, and monitoring systems.
Technologies & Tools I Use
- ● Python (FastAPI, LangChain) for AI backend development
- ● LLaMA 3, Mistral, and custom fine-tuned gguf models
- ● Vector databases (FAISS, Chroma) for context retrieval
- ● Debian 12, Docker, Traefik v3 with NVIDIA GPU acceleration
- ● WordPress (DIVI) integration and custom JS chat widgets
- ● Redis, psutil, Prometheus automation tools
- ● JWT authentication, isolated containers, rate limiting
What Makes My AI Solutions Unique
Private by Design
All systems run on self-hosted servers — no external data exposure
Integrated, Not Isolated
AI isn't a separate tool — it becomes part of your business logic
Real-Time Streaming
Token-based responses that feel alive, not delayed
Multi-Language Focus
Hungarian + English models for natural, contextual communication
Adaptive Learning
Agents that evolve with the data they process
Where AI Meets Automation
From customer support bots to intelligent server monitoring, my AI systems merge automation with reasoning — reducing manual work, minimizing human error, and accelerating operations.
Examples include:
- → Real-time AI health checks on Docker containers
- → Auto-reply systems for client requests
- → AI-based log analysis and anomaly detection
- → Contextual knowledge assistants for businesses
Let's Build Something Intelligent
Whether you need a chatbot that understands your company's language, a self-learning agent for data analysis, or a private AI system running securely on your own infrastructure — I can design, develop, and deploy it.
Contact Melet's build the AI that works for you, not just around you.