Visito AI
- Cloud Infrastructure & Migration Strategy: Led the strategic migration of the entire infrastructure from Azure to Google Cloud Platform (GCP), reducing operational overhead. Architected a fully automated CI/CD ecosystem using Google Cloud Build, achieving zero-downtime deployments and improving developer velocity.
- Advanced AI Architecture (Multi-Model): Designed a sophisticated AI orchestration layer integrating OpenAI (Tool Calls) for conversational logic and Google Gemini for high-volume file analysis. Implemented RAG (Retrieval-Augmented Generation) pipelines using MongoDB Vector Search to enable context-aware responses.
- Developed a Python-based crawling service using OpenAI embeddings, MongoDB, and a RabbitMQ consumer for efficient data ingestion.
- System Refactoring & Scalability: Refactored the legacy real-time communication system into a robust, event-driven architecture using RabbitMQ and WebSockets, resolving latency bottlenecks for live user interactions.
- Full-Stack Leadership (React/Next.js): Defined the frontend architecture using Next.js and React, establishing coding standards and reusable component libraries that bridged the gap between complex backend AI logic and intuitive user interfaces.
- Product Engineering: Translate business requirements into technical roadmaps, balancing feature delivery with technical debt management during the transition from MVP to scalable product.