Robson Advincula

AI Solutions Architect & Integrations Engineer | Advanced Automation Specialist

PROFESSIONAL PROFILE

Software Engineer and AI Specialist with 10+ years of experience and 30+ projects delivered transforming operational complexity into scalable digital efficiency. Expert in AI agent architecture (n8n, Python) and system integrations (SAP, Supabase, REST APIs).

PROFESSIONAL EXPERIENCE

AI Workflows & Process Automation Specialist 2025 - Present
Wise Pirates | Porto, Portugal
  • Architecture of generative AI agents integrated into operational workflows.
  • Implementation of scalable automations via APIs and native connectors.
  • Focus on HITL (Human-in-the-Loop) infrastructures for AI precision.
Principal AI Solutions Architect & Founder 2024 - Present
Advx.us | Portugal
  • Strategic consulting in AI architecture and API cost reduction (e.g., TONN algorithm, -65% costs).
  • Deployment of 24/7 WhatsApp agents with response times <5s.
  • Implementation of secure relational databases (Supabase/RBAC).
Systems & Reliability Engineer (AI/ML Implementation) 2022 - 2024
Qualidados Engenharia | Brazil
  • Developed predictive maintenance systems (AI/ML) for >2,000 critical industrial assets.
  • Integrated SAP PM/MM modules with Power BI, increasing decision-making speed by 70%.
  • Automated reporting pipelines with Python and Git, reducing manual effort by 60%.
Technical Project Manager & Agile Lead (Scrum Master) 2020 - 2022
Qualidados / Epman | Brazil
  • Led multidisciplinary teams in high-complexity projects (Petrobras).
  • Implemented Agile methodologies to reduce rework in engineering projects by 35%.
Data Analytics & ERP System Integration Specialist 2015 - 2020
Qualidados / Liga / WRPR | Brazil
  • Industrial shutdown optimization through data analysis and SAP integration.
  • Master data g

    Some of my Projects:

    BioAgent
    FastAPI · Next.js · Supabase · Groq
    AI-powered molecular analysis platform — interprets biomarkers and generates clinical reports automatically.
    Lexi
    n8n · Groq · Supabase · Evolution API
    24/7 WhatsApp AI agent with conversational memory — recognises clients and creates CRM leads automatically.
    MedFlow
    n8n · Evolution API · WhatsApp
    Full clinic attendance automation — confirmations, 24h reminders and management dashboard.
    invoice-ai-extractor
    n8n · GPT-4o · Google Drive
    Automatic PDF invoice data extraction to Google Sheets — 97% accuracy, zero manual entry.
    n8n-reconciliation-engine
    n8n · Tax Systems · ERP
    5-level intelligent invoice reconciliation engine between government tax systems and ERP platforms.
    predictive-maintenance-ml
    Python · scikit-learn · NASA CMAPSS
    Industrial equipment remaining useful life prediction with Random Forest — R²=0.90.
    tonn-json-compressor
    n8n · Python · LLMs
    Custom JSON compression algorithm for LLMs — 65% reduction in API token costs.
    S²-LLM
    Python · Spectral Theory
    Research into a new LLM architecture — auditable AI with quantified consciousness, CPU only.

    github.com/RobsonAdvincula