My goal is to write maintainable, clean and understandable code. Always committed to the process.
Engineer
Fintegra Receptionist Chatbot
Multi-platform receptionist chatbot with a three-agent system: intent routing, appointment booking via Cal.com, and RAG-powered FAQ. Supports Instagram, WhatsApp, and Telegram.
Cashy — AI Financial Advisor
An AI-powered personal finance agent that answers natural language queries about a customized financial-structured database. Features multi-provider LLM support, specialized tool-calling, human-in-the-loop for write operations, chart generation, and a free tier.
The DETERMINATOR
A generalist deep research agent that uses iterative search-and-judge loops to investigate complex questions from any domain. Built for the MCP-1st-Birthday Hackathon.
Cashy — AI Financial Advisor
An AI-powered personal finance agent that answers natural language queries about a customized financial-structured database. Features multi-provider LLM support, specialized tool-calling, human-in-the-loop for write operations, chart generation, and a free tier.
... /About me ...
Hello! I'm Mario, I'm an AI software engineer. Into open-source projects and hackathons.
AI / ML
Python / PyTorch / Scikit-Learn / Transformers / LLMs (Proprietary & Open-weights) / LangChain / LangGraph / Pgvector / RAG / MCP / A2A Protocol
Frontend
TypeScript / React / Next.js / Gradio
Some of my favorite technologies, topics, or tools that I worked with
DevOps / Tools
Git / GitHub Actions / Docker / Hugging Face Spaces / Claude Code / CI/CD
Ask My Portfolio
This portfolio is AI-native. Chat with it here, or connect your own AI assistant using the MCP server.
claude mcp add mario-portfolio --transport http https://mcp.fintegra.solutions/mcp
{
"mcpServers": {
"mario-portfolio": {
"url": "https://mcp.fintegra.solutions/mcp"
}
}
}https://agent.fintegra.solutions/.well-known/agent-card.json
Cashy — AI Financial Advisor
An AI-powered personal finance agent that answers natural language queries about a customized financial-structured database. Features multi-provider LLM support (OpenAI, Anthropic, Google, HuggingFace), specialized tool-calling, human-in-the-loop for write operations, chart generation, and a free tier.
The DETERMINATOR
A generalist deep research agent that uses iterative search-and-judge loops to investigate complex questions from any domain. Built for the MCP-1st-Birthday Hackathon. Features multi-source search, MCP integration, HuggingFace OAuth, Modal sandboxed code execution and LlamaIndex RAG. I contributed the output text-to-speech task using Kokoro-82M model sandboxed on Modal GPU.
Fintegra Receptionist Chatbot
Multi-platform receptionist chatbot for a financial services firm. Routes user intent through a three-agent system: an intent classifier, an appointment booking agent with Cal.com integration, and a RAG-powered FAQ agent. Supports Instagram DM, WhatsApp, and Telegram with voice transcription (Whisper) and image analysis (GPT-4o). Built on n8n with Redis message batching and Supabase pgvector for knowledge retrieval.