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Otimização de treinamento (batch, imgsz, cache, AMP, GPU) para ganho de performance e precisão. Deploy de modelos para inferência em tempo real, integração com APIs e sistemas produtivos. Aplicações práticas em monitoramento, análise visual, automação e inteligência operacional. ⚙️ Backend & Arquitetura Escalável APIs de alta performance com Python (FastAPI) e C# (.NET). Processamento assíncrono e filas de tarefas com Celery + Redis. Modelagem de dados eficiente com Prisma ORM e PostgreSQL. Segurança robusta: OAuth2 (Google Auth), JWT/RBAC, hardening de APIs e proteção contra abuso. ? Mobile & Front-end Desenvolvimento de apps nativos e performáticos com React Native (Expo) e TypeScript. Integração de módulos nativos, onboarding inteligente e fluxos de ativação orientados a conversão. Implementação completa de Push Notifications (Expo Push, FCM), incluindo deep links e automação de eventos. ? Pagamentos & Monetização Integração completa com Stripe (SaaS, assinaturas, webhooks). Integração com Mercado Pago. Gestão de checkout, planos recorrentes e tratamento seguro de transações financeiras. ☁️ DevOps, Infraestrutura & Segurança Especialista em Docker, orquestração e pipelines de deploy em nuvem (AWS / GCP). Segurança de Containers: hardening de imagens, redução de superfície de ataque e auditoria de runtime. Nginx Hardening: proteção contra exploits comuns, bots maliciosos, rate limiting e WAF. Defesa ativa contra scanners automatizados e ataques de força bruta. 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Geração e Estilização de Documentos PDF: Conversão de conteúdo intermediário (Markdown) para PDF via WeasyPrint, aplicando estilos CSS customizáveis (cores, fontes, layout) e permitindo a incorporação de logos da empresa. Retrieval-Augmented Generation (RAG): Implementação de um sistema RAG opcional utilizando ChromaDB como vector store e Google Generative AI Embeddings. Permite consultar uma base de conhecimento interna para enriquecer o conteúdo gerado pela IA com informações contextuais relevantes, aumentando a precisão e a especificidade do relatório. Gerenciamento de Processamento Assíncrono: Utilização de QThreadPool e workers QRunnable para executar tarefas computacionalmente intensivas (chamadas à API do LLM, processamento de imagem, I/O de arquivos) em threads separadas, garantindo a fluidez e responsividade contínua da interface principal. 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